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Summary of Significant Accounting Policies - Segment Information and Certain Risks and Uncertainties (Details)
12 Months Ended
Dec. 31, 2016
segment
Segment Information  
Number of reportable segments 3
Hollywood Casino at Charles Town Races | Minimum  
Certain Risks and Uncertainties  
Percent of net revenue 10.00%
Kansas Entertainment  
Segment Information  
Ownership interest in joint venture (as a percent) 50.00%
Penn Interactive Ventures  
Segment Information  
Percentage of net revenues 0.80%
Percentage of income from operations 0.40%