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Stock-based Compensation - Summary of Stock-based Compensation Expense (Detail) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2022
Jun. 30, 2021
Jun. 30, 2022
Jun. 30, 2021
Share-based Payment Arrangement, Expensed and Capitalized, Amount [Line Items]        
Allocated share based compensation $ 146,388 $ 81,659 $ 258,683 $ 132,403
Infrastructure and trust & safety        
Share-based Payment Arrangement, Expensed and Capitalized, Amount [Line Items]        
Allocated share based compensation 13,655 7,797 25,011 13,485
Research and development        
Share-based Payment Arrangement, Expensed and Capitalized, Amount [Line Items]        
Allocated share based compensation 93,714 51,626 168,528 83,220
General and administrative        
Share-based Payment Arrangement, Expensed and Capitalized, Amount [Line Items]        
Allocated share based compensation 32,974 18,929 53,769 30,176
Sales and marketing        
Share-based Payment Arrangement, Expensed and Capitalized, Amount [Line Items]        
Allocated share based compensation $ 6,045 $ 3,307 $ 11,375 $ 5,522