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Income taxes - Rate reconciliation (Details)
12 Months Ended
Dec. 31, 2021
Dec. 31, 2020
Dec. 31, 2019
Effective Income Tax Rate Reconciliation, Percent [Abstract]      
Statutory U.S. federal income tax rate 21.00% 21.00% 21.00%
State income tax benefit, net of federal tax effect 3.10% 4.70% 2.90%
Permanent differences 0.00% (0.70%) (0.50%)
Foreign rate differential (0.50%) (0.50%) 0.20%
Remeasurement gain/loss 0.70% (2.00%) 0.50%
Tax credits 2.30% 3.40% 2.00%
Valuation allowance (24.40%) (2.30%) (2.00%)
Stock-based compensation 12.20% 6.90% 0.00%
Transaction costs (0.80%) (0.50%) (0.40%)
Deferred rate change 0.90% (1.00%) (0.30%)
GILTI inclusion 0 0 (0.005)
Section 162(m) (9.40%) 0.00% 0.00%
Other 0.90% 0.20% (0.30%)
Effective tax rate 6.00% 29.20% 22.60%