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Stock-Based Compensation - Summary of Expense Related to Share-Based Payments (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2019
Sep. 30, 2018
Sep. 30, 2019
Sep. 30, 2018
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Stock-based compensation $ 15,273 $ 20,702 $ 46,120 $ 54,207
Stock options        
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Stock-based compensation 7,038 11,154 26,901 33,205
Restricted stock        
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Stock-based compensation $ 8,235 $ 9,548 $ 19,219 $ 21,002