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Property and Equipment
6 Months Ended
Jun. 30, 2021
Property, Plant and Equipment [Abstract]  
Property and Equipment Property and Equipment
The components of property and equipment were as follows:

Useful Lives (Years)June 30, 2021December 31, 2020
Leasehold improvementsShorter of lease term or economic life$33,467 $29,558 
Website and software development costs
2 - 3
42,330 33,278 
Computer and office equipment
3 - 5
12,462 7,765 
Software31,871 1,858 
Furniture77,816 7,450 
Property and equipment, gross97,946 79,909 
Accumulated depreciation and amortization(49,713)(41,614)
Construction in progress5,674 5,693 
Property and equipment, net$53,907 $43,988 

Depreciation and amortization expense for property and equipment amounted to $4,751 and $3,435 for the three months ended June 30, 2021 and 2020, respectively, and $8,970 and $6,621 for the six months ended June 30, 2021 and 2020, respectively. We capitalized software development costs, including stock-based compensation, of $5,045 and $2,836 for the three months ended June 30, 2021 and 2020, respectively, and $8,410 and $5,513 for the six months ended June 30, 2021 and 2020, respectively.