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Income Taxes - Differences Between Federal and Effective Tax Rate (Details)
12 Months Ended
Dec. 31, 2021
Dec. 31, 2020
Dec. 31, 2019
Income Tax Disclosure [Abstract]      
U.S. federal statutory tax rate 21.00% 21.00% 21.00%
State and local taxes 2.60% 10.80% 4.80%
Research and development tax credit 4.50% 11.10% 3.10%
Stock-based compensation 49.50% 34.40% 19.00%
Uncertain tax positions (0.10%) 0.10% (0.50%)
Foreign tax rate differential (1.20%) (10.60%) (7.90%)
Change in valuation allowance (55.70%) (81.20%) (40.80%)
Gain on intercompany sale (5.10%) 0.00% (12.30%)
Foreign withholding tax (2.00%) (3.30%) (1.40%)
Transaction costs (1.60%) 0.00% 0.00%
Other (4.10%) 2.40% (0.60%)
Effective tax rate 7.80% (15.30%) (15.60%)