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Stock-Based Compensation (Tables)
3 Months Ended
Mar. 31, 2020
Share-based Payment Arrangement [Abstract]  
Summary of the Stock Option Activity
The following table summarizes the stock option activity for the three months ended March 31, 2020:

Number of SharesWeighted Average Exercise PriceWeighted Average Remaining Contractual Term (Years)Aggregate Intrinsic Value (in thousands)
Outstanding at January 1, 2020
4,458,611  $12.30  5.8$115,501  
Granted—  —  
Exercised(129,082) 5.16  $4,900  
Canceled(21,520) 10.99  
Outstanding at March 31, 2020
4,308,009  $12.53  5.55$119,352  
Exercisable at March 31, 2020
2,776,009  $7.64  5.55$90,481  
Schedule of Restricted Stock Unit Activity
The following table summarizes RSU activity for the three months ended March 31, 2020:
Number of SharesWeighted Average Grant Date Fair Value
Non-vested and outstanding at January 1, 2020
1,022,835  $31.39  
Granted135,280  53.92  
Vested(46,031) 33.34  
Canceled(42,916) 32.38  
Non-vested and outstanding at March 31, 2020
1,069,168  34.11  
Schedule of Components of Stock-based Compensation Expense
The following table summarizes the components of our stock-based compensation expense by instrument type for the three months ended March 31, 2020 and March 31, 2019 (in thousands):

Three Months Ended March 31,
20202019
RSUs$2,299  $6,769  
Stock options1,084  364  
Common stock awards to Board of Directors93  92  
Total stock-based compensation expense$3,476  $7,225  
Schedule of Stock-based Compensation Expense Included in Condensed Consolidated Statements of Operations
Stock-based compensation expense for RSUs, stock options, and issuances of common stock is included in the following line items in the accompanying condensed consolidated statements of operations for the three months ended March 31, 2020 and March 31, 2019 (in thousands):

Three Months Ended March 31,
20202019
Cost of revenue
Subscriptions$213  $154  
Professional services212  1,974  
Operating expenses
Sales and marketing753  2,381  
Research and development553  2,115  
General and administrative1,745  601  
Total stock-based compensation expense$3,476  $7,225