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Goodwill and Other Intangible Assets (Details) - USD ($)
$ in Thousands
3 Months Ended 12 Months Ended
Dec. 31, 2015
Dec. 31, 2016
Dec. 31, 2015
Dec. 31, 2014
Dec. 31, 2016
Dec. 31, 2015
Dec. 31, 2014
Reconciliation of goodwill and accumulated goodwill impairment losses              
Goodwill $ 2,175,507 $ 2,253,250 $ 2,175,507 $ 2,137,749 $ 2,253,250 $ 2,175,507 $ 2,137,749
Accumulated goodwill impairment losses (1,263,565) (1,263,565) (1,263,565) (1,263,565) (1,263,565) (1,263,565) (1,263,565)
Goodwill, Net 911,942 989,685 911,942 874,184 989,685 911,942 874,184
Goodwill acquired     77,743 37,758      
Goodwill impairment losses       (80,800)      
Balance at the end of the period, Goodwill gross 2,175,507 2,253,250 2,175,507 2,137,749      
Balance at the end of the period, Accumulated goodwill impairment losses (1,263,565) (1,263,565) (1,263,565) (1,263,565)      
Goodwill, Ending Balance 911,942 989,685 911,942 874,184      
Intangible assets              
Finite-lived intangible assets, Accumulated Amortization         65,495 56,186  
Finite-lived intangible assets, Net Book Value         60,089    
Intangible assets, Gross Carrying Value         500,989 447,628  
Indefinite-Lived Intangible Assets (Excluding Goodwill)         375,405 375,405  
Intangible Assets, Net (Excluding Goodwill), Total         435,494 391,442  
Other intangible assets         435,494 391,442  
Intangible asset amortization expense   9,300 500 11,400      
Goodwill impairment losses       80,800      
Impairment of intangible asset 40,000   40,000 74,500      
Expected future amortization expense              
2017         18,142    
2018         11,844    
2019         7,660    
2020         5,233    
2021         3,331    
Thereafter         13,879    
Finite-lived intangible assets, Net Book Value         60,089    
Goodwill $ 911,942 989,685 911,942 $ 874,184 989,685 911,942 874,184
Other intangible assets         435,494 391,442  
Hollywood Casino St Louis              
Reconciliation of goodwill and accumulated goodwill impairment losses              
Goodwill, Net   205,783     205,783    
Goodwill, Ending Balance   205,783          
Intangible assets              
Intangible Assets, Net (Excluding Goodwill), Total         58,418    
Other intangible assets         58,418    
Expected future amortization expense              
Goodwill   205,783     205,783    
Other intangible assets         58,418    
Hollywood Casino Aurora              
Reconciliation of goodwill and accumulated goodwill impairment losses              
Goodwill, Net   207,207     207,207    
Goodwill, Ending Balance   207,207          
Expected future amortization expense              
Goodwill   207,207     207,207    
Argosy Casino Riverside              
Reconciliation of goodwill and accumulated goodwill impairment losses              
Goodwill, Net   154,332     154,332    
Goodwill, Ending Balance   154,332          
Intangible assets              
Intangible Assets, Net (Excluding Goodwill), Total         4,964    
Other intangible assets         4,964    
Expected future amortization expense              
Goodwill   154,332     154,332    
Other intangible assets         4,964    
Zia Park Casino              
Reconciliation of goodwill and accumulated goodwill impairment losses              
Goodwill, Net   142,359     142,359    
Goodwill, Ending Balance   142,359          
Expected future amortization expense              
Goodwill   $ 142,359     142,359    
Hollywood Gaming at Dayton Raceway And Mahoning Valley Race Course              
Intangible assets              
Fair value discount rate   5.00%          
Hollywood Gaming at Dayton Raceway And Mahoning Valley Race Course | Indefinite-lived Intangible Assets              
Intangible assets              
Fair value discount rate       5.00%      
Hollywood Gaming at Dayton Raceway              
Reconciliation of goodwill and accumulated goodwill impairment losses              
Goodwill, Net   $ 15,339     15,339    
Goodwill, Ending Balance   15,339          
Intangible assets              
Indefinite-Lived Intangible Assets (Excluding Goodwill)             75,000
Intangible Assets, Net (Excluding Goodwill), Total         110,436    
Other intangible assets         110,436    
Payments for gaming license fee     50,000        
Gaming license fee     25,000 $ 25,000      
Expected future amortization expense              
Goodwill   15,339     15,339    
Other intangible assets         110,436    
Mahoning Valley Race Course              
Intangible assets              
Indefinite-Lived Intangible Assets (Excluding Goodwill)             $ 75,000
Intangible Assets, Net (Excluding Goodwill), Total         125,000    
Other intangible assets         125,000    
Payments for gaming license fee     50,000        
Gaming license fee     $ 25,000 $ 25,000      
Expected future amortization expense              
Other intangible assets         125,000    
Penn Interactive Ventures              
Reconciliation of goodwill and accumulated goodwill impairment losses              
Goodwill, Net   67,164     67,164    
Goodwill, Ending Balance   67,164          
Intangible assets              
Intangible Assets, Net (Excluding Goodwill), Total         29,555    
Other intangible assets         29,555    
Expected future amortization expense              
Goodwill   67,164     67,164    
Other intangible assets         29,555    
Hollywood Casino At Penn National Race Course              
Reconciliation of goodwill and accumulated goodwill impairment losses              
Goodwill, Net   1,497     1,497    
Goodwill, Ending Balance   1,497          
Intangible assets              
Intangible Assets, Net (Excluding Goodwill), Total         67,607    
Other intangible assets         67,607    
Expected future amortization expense              
Goodwill   1,497     1,497    
Other intangible assets         67,607    
Prairie State Gaming              
Reconciliation of goodwill and accumulated goodwill impairment losses              
Goodwill, Net   33,515     33,515    
Goodwill, Ending Balance   33,515          
Intangible assets              
Intangible Assets, Net (Excluding Goodwill), Total         29,822    
Other intangible assets         29,822    
Expected future amortization expense              
Goodwill   33,515     33,515    
Other intangible assets         29,822    
Hollywood Casino Lawrenceburg              
Reconciliation of goodwill and accumulated goodwill impairment losses              
Goodwill, Net   63,189     63,189    
Goodwill, Ending Balance   63,189          
Expected future amortization expense              
Goodwill   63,189     63,189    
Hollywood Casino Tunica              
Reconciliation of goodwill and accumulated goodwill impairment losses              
Goodwill, Net   44,042     44,042    
Goodwill, Ending Balance   44,042          
Expected future amortization expense              
Goodwill   44,042     44,042    
Boomtown Biloxi              
Reconciliation of goodwill and accumulated goodwill impairment losses              
Goodwill, Net   22,365     22,365    
Goodwill, Ending Balance   22,365          
Expected future amortization expense              
Goodwill   22,365     22,365    
Argosy Casino Alton              
Reconciliation of goodwill and accumulated goodwill impairment losses              
Goodwill, Net   9,863     9,863    
Goodwill, Ending Balance   9,863          
Intangible assets              
Intangible Assets, Net (Excluding Goodwill), Total         8,284    
Other intangible assets         8,284    
Expected future amortization expense              
Goodwill   9,863     9,863    
Other intangible assets         8,284    
Tropicana Las Vegas              
Reconciliation of goodwill and accumulated goodwill impairment losses              
Goodwill, Net   14,821     14,821    
Goodwill, Ending Balance   14,821          
Expected future amortization expense              
Goodwill   14,821     14,821    
Other Reporting Units              
Reconciliation of goodwill and accumulated goodwill impairment losses              
Goodwill, Net   8,209     8,209    
Goodwill, Ending Balance   8,209          
Intangible assets              
Intangible Assets, Net (Excluding Goodwill), Total         1,408    
Other intangible assets         1,408    
Expected future amortization expense              
Goodwill   8,209     8,209    
Other intangible assets         1,408    
Other intangible assets              
Intangible assets              
Finite-lived intangible assets, Gross Carrying Value         125,584 72,223  
Finite-lived intangible assets, Accumulated Amortization         65,495 56,186  
Finite-lived intangible assets, Net Book Value         60,089 16,037  
Change in indefinite life intangible assets during the period   $ (44,100)          
Weighted average remaining amortization period   5 years 9 months 18 days          
Expected future amortization expense              
Finite-lived intangible assets, Net Book Value         $ 60,089 $ 16,037  
Other intangible assets | Rocket Speed and Illinois Slot Operator Acquisitions              
Intangible assets              
Change in indefinite life intangible assets during the period   $ 52,000