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CONDENSED CONSOLIDATED STATEMENTS OF OPERATIONS (unaudited) (Parenthetical) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2019
Jun. 30, 2018
Jun. 30, 2019
Jun. 30, 2018
Allocated share-based compensation expense $ 15,154 $ 8,752 $ 30,265 $ 17,292
Amortization of acquisition intangible assets 2,169 1,092 3,194 2,184
Cost of revenue        
Allocated share-based compensation expense 991 646 2,087 1,304
Amortization of acquisition intangible assets 1,403 488 1,891 976
Research and development        
Allocated share-based compensation expense 5,629 2,966 10,395 6,413
Sales and marketing        
Allocated share-based compensation expense 3,016 1,147 5,796 1,915
Amortization of acquisition intangible assets 766 604 1,303 1,208
General and administrative        
Allocated share-based compensation expense $ 5,518 $ 3,993 $ 11,987 $ 7,660