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CONDENSED CONSOLIDATED STATEMENTS OF OPERATIONS (Parenthetical) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2020
Sep. 30, 2019
Sep. 30, 2020
Sep. 30, 2019
Subscription        
Stock-based compensation expense $ 224 $ 180 $ 598 $ 595
Professional services and other        
Stock-based compensation expense 171 236 431 737
Sales and marketing        
Stock-based compensation expense 282 678 1,702 1,967
Research and development        
Stock-based compensation expense 1,026 1,294 3,503 4,731
General and administrative        
Stock-based compensation expense $ 1,401 $ 625 $ 3,325 $ 3,817