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Property, Equipment and Capitalized Software - Narrative (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2018
Dec. 31, 2017
Dec. 31, 2016
Property, Plant and Equipment [Line Items]      
Depreciation expense $ 48,400 $ 36,800 $ 19,600
Capitalized software development costs 24,400 15,700 11,100
Amortization expense on capitalized software development costs 20,400 10,100 10,100
Capitalized compensation charges   40 90
Compensation costs, amortization $ 20 $ 70 $ 700