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Leases - Future Minimum Lease Commitments (Details) - USD ($)
$ in Millions
Dec. 31, 2020
Dec. 31, 2019
Leases [Abstract]    
Operating Lease, Liability, Current, Statement of Financial Position [Extensible List] penn:LeaseLiabilityCurrent  
Finance Lease, Liability, Current, Statement of Financial Position [Extensible List] penn:LeaseLiabilityCurrent  
Operating Lease, Liability, Noncurrent, Statement of Financial Position [Extensible List] penn:LeaseLiabilityNoncurrent  
Finance Lease, Liability, Noncurrent, Statement of Financial Position [Extensible List] penn:LeaseLiabilityNoncurrent  
Operating Leases    
2021 $ 422.6  
2022 412.4  
2023 399.9  
2024 383.7  
2025 380.7  
Thereafter 7,779.9  
Total lease payments 9,779.2  
Less: Imputed interest (5,286.1)  
Present value of future lease payments 4,493.1  
Less: Current portion of lease obligations (127.4)  
Long-term portion of lease obligations 4,365.7  
Finance Leases    
2021 21.7  
2022 21.6  
2023 20.8  
2024 16.7  
2025 16.7  
Thereafter 376.7  
Total lease payments 474.2  
Present value of future lease payments (254.8)  
Present value of future lease payments 219.4  
Less: Current portion of lease obligations (6.9)  
Long-term portion of lease obligations 212.5  
Financing Obligations    
2021 370.3  
2022 370.3  
2023 370.4  
2024 370.4  
2025 370.5  
Thereafter 9,095.3  
Total lease payments 10,947.2  
Less: Imputed interest (6,814.8)  
Present value of future lease payments 4,132.4  
Less: Current portion of lease obligations (36.0) $ (40.5)
Long-term portion of lease obligations $ 4,096.4 $ 4,102.2