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Equity and Equity Compensation Plans - Allocation of Stock-based Compensation Expense (Details) - USD ($)
3 Months Ended 6 Months Ended
Jun. 30, 2021
Jun. 30, 2020
Jun. 30, 2021
Jun. 30, 2020
Share-based Payment Arrangement, Expensed and Capitalized, Amount [Line Items]        
Total stock-based compensation $ 13,743,000 $ 7,205,000 $ 26,327,000 $ 14,416,000
Stock-based compensation capitalized in property and equipment 985,000 647,000 1,717,000 1,151,000
Cost of revenue        
Share-based Payment Arrangement, Expensed and Capitalized, Amount [Line Items]        
Total stock-based compensation 3,758,000 1,769,000 6,736,000 3,407,000
Technology and development        
Share-based Payment Arrangement, Expensed and Capitalized, Amount [Line Items]        
Total stock-based compensation 5,771,000 3,124,000 11,532,000 6,772,000
Marketing        
Share-based Payment Arrangement, Expensed and Capitalized, Amount [Line Items]        
Total stock-based compensation 535,000 352,000 1,078,000 727,000
General and administrative        
Share-based Payment Arrangement, Expensed and Capitalized, Amount [Line Items]        
Total stock-based compensation $ 3,679,000 $ 1,960,000 $ 6,981,000 $ 3,510,000