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Property and Equipment - Narrative (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Property, Plant and Equipment [Abstract]      
Internal-use software development costs not yet subject to amortization $ 25,300 $ 7,800  
Depreciation and amortization expense $ 16,366 $ 14,188 $ 12,358