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Summary of Significant Accounting Policies - Segment Information (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2017
Jun. 30, 2016
Jun. 30, 2017
Jun. 30, 2016
Segment Information        
Impact to income from operations $ 134,989 $ 149,337 $ 275,276 $ 289,868
Kansas Entertainment        
Segment Information        
Ownership interest in joint venture (as a percent) 50.00%   50.00%  
Penn Interactive Ventures        
Segment Information        
Percent of net revenue     1.40%  
Impact to income from operations     $ (2,300)  
Percent of total assets 2.20%   2.20%