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CONDENSED CONSOLIDATED STATEMENTS OF OPERATIONS (unaudited) (Parenthetical) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2020
Sep. 30, 2019
Sep. 30, 2020
Sep. 30, 2019
Allocated share-based compensation expense $ 21,606 $ 14,782 $ 58,579 $ 45,047
Amortization of acquisition intangible assets 3,070 2,521 9,796 5,715
Cost of revenue        
Allocated share-based compensation expense 1,222 718 3,229 2,805
Amortization of acquisition intangible assets 1,800 1,557 5,813 3,448
Research and development        
Allocated share-based compensation expense 8,322 5,468 22,275 15,863
Sales and marketing        
Allocated share-based compensation expense 5,912 2,918 15,096 8,714
Amortization of acquisition intangible assets 1,270 964 3,983 2,267
General and administrative        
Allocated share-based compensation expense $ 6,150 $ 5,678 $ 17,979 $ 17,665