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Property and Equipment, Net - Components of Property and Equipment, Net (Details) - USD ($)
$ in Thousands
Dec. 31, 2021
Dec. 31, 2020
Property, Plant and Equipment [Line Items]    
Total property and equipment $ 130,338 $ 82,718
Less: accumulated depreciation and amortization (55,186) (35,521)
Total property and equipment, net 75,152 47,197
Computers and equipment    
Property, Plant and Equipment [Line Items]    
Total property and equipment 16,885 11,490
Furniture and fixtures    
Property, Plant and Equipment [Line Items]    
Total property and equipment 6,595 5,087
Leasehold improvements    
Property, Plant and Equipment [Line Items]    
Total property and equipment 20,669 17,639
Capitalized software development costs    
Property, Plant and Equipment [Line Items]    
Total property and equipment $ 86,189 $ 48,502