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Supplemental Financial Statement Information
 12 Months Ended
Dec. 31, 2022
Organization, Consolidation and Presentation of Financial Statements [Abstract]  
Supplemental Financial Statement Information Supplemental Financial Statement Information
Property and equipment, net consists of the following (in thousands):
December 31,
20222021
Computer equipment$106,215 $77,730 
Leasehold improvements17,380 18,640 
Furniture and fixtures3,650 3,686 
Software and licenses156 3,211 
Total property and equipment127,401 103,267 
Less: accumulated depreciation(48,858)(39,659)
Total property and equipment, net$78,543 $63,608 
Depreciation expenses were $29.3 million, $25.6 million and $14.2 million for the years ended December 31, 2022, 2021 and 2020, respectively.
Accrued liabilities consists of the following (in thousands):
December 31,
20222021
Tax accruals and withholdings$81,957 $67,159 
Compensation and related liabilities24,302 32,862 
Finance lease liabilities22,304 21,999 
Accrued expenses and other19,238 11,750 
Total accrued liabilities$147,801 $133,770