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Summary of Significant Accounting Policies - Segment Information (Details)
$ in Thousands
3 Months Ended 12 Months Ended
Dec. 31, 2017
USD ($)
Sep. 30, 2017
USD ($)
Jun. 30, 2017
USD ($)
Mar. 31, 2017
USD ($)
Dec. 31, 2016
USD ($)
Sep. 30, 2016
USD ($)
Jun. 30, 2016
USD ($)
Mar. 31, 2016
USD ($)
Dec. 31, 2017
USD ($)
item
Dec. 31, 2016
USD ($)
Dec. 31, 2015
USD ($)
Segment Information                      
Impact to income from operations | $ $ 26,775 $ 143,663 $ 134,989 $ 140,287 $ 113,848 $ 139,300 $ 149,337 $ 140,531 $ 445,714 $ 543,016 $ 467,846
Certain Risks and Uncertainties                      
Total number of additional Category 4 gaming licenses authorized by Pennsylvania                 10    
Number of additional Category 4 gaming licenses authorized by Pennsylvania secured                 1    
Minimum                      
Certain Risks and Uncertainties                      
Number of slot machines in Category 4 facility                 300    
Maximum                      
Certain Risks and Uncertainties                      
Number of slot machines in Category 4 facility                 750    
Number of table games in Category 4 facility                 40    
Hollywood Casino at Charles Town Races | Minimum                      
Segment Information                      
Percent of net revenue                 10.00%    
Kansas Entertainment                      
Segment Information                      
Ownership interest in joint venture (as a percent) 50.00%               50.00%    
Other | Maximum                      
Segment Information                      
Percent of net revenue                 2.00%    
Percent of income from operations                 5.00%    
Percent of total assets 2.00%               2.00%