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Income Taxes - Reconciliation of U.S. Statutory Rate and Effective Tax Rate (Details)
12 Months Ended
Dec. 31, 2021
Dec. 31, 2020
Dec. 31, 2019
Income Tax Disclosure [Abstract]      
U.S. federal tax rate 21.00% 21.00% 21.00%
GILTI (14.14%) 0.00% 0.00%
State income taxes, net of federal benefit 1.96% 4.02% 4.97%
Non-taxable foreign loss 11.47% (4.81%) (4.44%)
Stock-based compensation (16.21%) (2.29%) (1.47%)
Other (0.76%) 0.48% 0.98%
Change in valuation allowance (4.12%) (21.35%) (20.99%)
Effective tax rate (0.80%) (2.95%) 0.05%