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Income Taxes - Reconciliation of the federal statutory income tax rate to the Company’s effective tax rate (Details)
12 Months Ended
Dec. 31, 2021
Dec. 31, 2020
Dec. 31, 2019
Income Tax Disclosure [Abstract]      
Federal income tax 21.00% 21.00% 21.00%
State taxes, net of federal benefit 0.00% 0.00% 3.20%
Stock-based compensation 2.10% (17.10%) (0.20%)
Change in valuation allowance (25.40%) (11.80%) (32.80%)
Earnings from foreign subsidiaries (0.50%) (1.30%) (3.90%)
Other items (3.00%) 1.60% (0.50%)
Total provision for income taxes (5.80%) (7.60%) (13.20%)