Property and Equipment

3 Months Ended

Mar. 31, 2020

Property, Plant and Equipment [Abstract]

Property and Equipment

Property and Equipment

The following is a summary of property and equipment as of the dates presented:

	Useful Lives (Years)	March 31, 2020			December 31, 2019
Leasehold improvements	Shorter of lease term or economic life	$	28,178		$	28,141
Website and software development costs	2-3	30,141			27,602
Computer and office equipment	3	5,627			4,846
Software	3	1,126			595
Furniture	7	7,083			6,965
Construction in progress	N/A	428			475
Property and equipment, gross		72,583			68,624
Accumulated depreciation and amortization		(32,087		)	(29,047		)
Property and equipment, net		$	40,496		$	39,577

Depreciation and amortization expense for property and equipment amounted to $3,186 and $1,515 for the three months ended March 31, 2020 and 2019, respectively. We capitalized software development costs, including stock-based compensation, of $2,677 and $1,911 during the three months ended March 31, 2020 and 2019, respectively.