v3.22.4
Balance Sheet Components
 12 Months Ended
Dec. 31, 2022
Balance Sheet Related Disclosures [Abstract]  
 Balance Sheet Components Balance Sheet Components
Property and Equipment, Net
Property and equipment, net consisted of the following (in thousands):
As of December 31,
20222021
Leasehold improvements$80,378 $72,834 
Computer equipment, software, and other52,688 16,916 
Furniture and fixtures13,010 8,358 
Construction in progress5,506 3,126 
Total property and equipment, gross151,582 101,234 
Less: accumulated depreciation and amortization(82,412)(69,930)
Total property and equipment, net$69,170 $31,304 

Depreciation and amortization expense related to property and equipment, net was $19.5 million, $12.8 million, and $13.9 million for the years ended December 31, 2022, 2021, and 2020, respectively.
Accrued Liabilities
Accrued liabilities consisted of the following (in thousands):
As of December 31,
20222021
Accrued payroll and related expenses$43,495 $60,732 
Accrued taxes41,326 22,550 
Accrued other liabilities87,894 72,524 
Total accrued liabilities$172,715 $155,806