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Net loss per share (Details) - shares
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Net loss per share    
Potentially dilutive securities excluded from the computation of diluted weighted average shares outstanding 2,584,666 19,845,847
Redeemable convertible preferred shares    
Net loss per share    
Potentially dilutive securities excluded from the computation of diluted weighted average shares outstanding   17,550,802
Share options and unvested restricted share awards    
Net loss per share    
Potentially dilutive securities excluded from the computation of diluted weighted average shares outstanding 2,584,666 2,295,045