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Stock-based Compensation - Summary of Stock-based Compensation Expense (Detail) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2022
Sep. 30, 2021
Sep. 30, 2022
Sep. 30, 2021
Share-based Payment Arrangement, Expensed and Capitalized, Amount [Line Items]        
Allocated share based compensation $ 161,359 $ 89,319 $ 420,042 $ 221,722
Infrastructure and trust & safety        
Share-based Payment Arrangement, Expensed and Capitalized, Amount [Line Items]        
Allocated share based compensation 14,948 8,597 39,959 22,082
Research and development        
Share-based Payment Arrangement, Expensed and Capitalized, Amount [Line Items]        
Allocated share based compensation 111,450 56,423 279,978 139,643
General and administrative        
Share-based Payment Arrangement, Expensed and Capitalized, Amount [Line Items]        
Allocated share based compensation 28,327 20,963 82,096 51,139
Sales and marketing        
Share-based Payment Arrangement, Expensed and Capitalized, Amount [Line Items]        
Allocated share based compensation $ 6,634 $ 3,336 $ 18,009 $ 8,858