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Consolidated Statements of Operations (Parenthetical) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2020
Dec. 31, 2019
Dec. 31, 2018
Stock-based compensation expense $ 65,946 $ 44,105 $ 14,841
Depreciation and amortization 22,826 16,366 14,188
Cost of revenue      
Stock-based compensation expense 6,511 4,218 996
Depreciation and amortization 10,082 8,557 7,831
Amortization of purchased intangibles 1,913 1,138 1,143
Sales and marketing      
Stock-based compensation expense 16,106 10,010 5,374
Depreciation and amortization 2,268 1,642 1,520
General and administrative      
Stock-based compensation expense 15,772 12,216 4,921
Depreciation and amortization 239 908 1,083
Product development      
Stock-based compensation expense 27,557 17,661 3,550
Depreciation and amortization $ 10,237 $ 5,259 $ 3,754