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Income Taxes - Reconciliation (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Reconciliation of the differences between taxes on income (loss) before income taxes      
Taxes (benefit) on U.S. and other international earnings (losses) at greater than the Bermuda rate $ 54,060 $ 49,375 $ (98,119)
Increase (decrease) in valuation allowance 32,869 38,822 29,165
Impact of Tax Reform Act     138,635
Tax reserves and interest 1,107 (10,626) (148,615)
State income taxes (benefit) 3,540 1,698 (4,036)
Total income tax expense (benefit) $ 91,576 $ 79,269 $ (82,970)
Effective tax rate (as a percent) (15.50%) (15.30%) 14.30%
Effective income tax rate 21.00%   35.00%
Tax benefit from release of valuation allowance $ 29,600    
Tax dispute settlement amount $ 14,400    
Canada Drilling      
Reconciliation of the differences between taxes on income (loss) before income taxes      
Valuation allowance   $ 52,000  
Office of the Tax Commissioner, Bermuda      
Reconciliation of the differences between taxes on income (loss) before income taxes      
Effective income tax rate 0.00%