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CONDENSED CONSOLIDATED STATEMENTS OF OPERATIONS (unaudited) (Parenthetical) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2021
Sep. 30, 2020
Sep. 30, 2021
Sep. 30, 2020
Allocated share-based compensation expense $ 24,594 $ 21,606 $ 73,766 $ 58,579
Amortization of acquisition intangible assets 2,500 3,070 7,717 9,796
Cost of revenue        
Allocated share-based compensation expense 1,639 1,222 4,701 3,229
Amortization of acquisition intangible assets 1,465 1,800 4,432 5,813
Research and development        
Allocated share-based compensation expense 10,081 8,322 29,891 22,275
Sales and marketing        
Allocated share-based compensation expense 5,672 5,912 17,864 15,096
Amortization of acquisition intangible assets 1,035 1,270 3,285 3,983
General and administrative        
Allocated share-based compensation expense $ 7,202 $ 6,150 $ 21,310 $ 17,979