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Goodwill and Intangible Assets - Summary of Amortization Expense (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Goodwill and Intangible Assets Disclosure [Abstract]      
Aggregate amortization expense $ 2,932 $ 2,813 $ 4,682
Estimated future amortization expense      
2020 2,734    
2021 2,520    
2022 2,155    
2023 904    
2024 705    
Thereafter 2,794    
Total $ 11,812 $ 13,832