Stock-Based Compensation Expense (Tables)

6 Months Ended

Jun. 30, 2022

Share-Based Payment Arrangement [Abstract]

Schedule of Stock-Based Compensation Expense by Award Type

The following two tables show stock-based compensation expense by award type and where the stock-based compensation expense is recorded in the Company’s consolidated statements of operations:

	Three Months Ended June 30,				Six Months Ended June 30,
	2022		2021		2022		2021
	(in thousands)				(in thousands)
Options	$	3,142	$	1,572	$	5,141	$	3,166
RSUs		75,435		39,692		116,253		68,432
Employee stock purchase plan		2,588		2,169		5,474		4,258
Total stock-based compensation expense	$	81,165	$	43,433	$	126,868	$	75,856

Effect of Stock-Based Compensation on Income by Line Item

Effect of stock-based compensation expense on income by line item:
 

	Three Months Ended June 30,				Six Months Ended June 30,
	2022		2021		2022		2021
	(in thousands)				(in thousands)
Cost of revenue, subscription	$	2,383	$	1,582	$	4,206	$	2,892
Cost of revenue, professional services and other		1,248		826		2,083		1,523
Research and development		31,698		15,080		48,684		26,565
Sales and marketing		32,183		18,971		49,052		32,600
General and administrative		13,653		6,974		22,843		12,276
Total stock-based compensation expense	$	81,165	$	43,433	$	126,868	$	75,856