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Income taxes - Tax rates (Details)
12 Months Ended
Dec. 31, 2022
CNY (¥)
subsidiary
Dec. 31, 2022
USD ($)
subsidiary
Dec. 31, 2021
CNY (¥)
Dec. 31, 2020
CNY (¥)
subsidiary
Income taxes        
Income tax rate (as a percent) 25.00% 25.00%    
Income tax benefit (expense) ¥ 389,357,613 $ 56,451,548 ¥ 368,735,701 ¥ (299,878,635)
Tax holiday period (in years) 2 years 2 years    
Hong Kong        
Income taxes        
Income tax rate (as a percent) 16.50% 16.50%    
Income tax benefit (expense) ¥ 0      
Pre tax income ¥ 0   ¥ 0 ¥ 0
PRC.        
Income taxes        
Income tax rate (as a percent) 25.00% 25.00%    
Percentage of reduced enterprise income tax rate 15.00% 15.00%    
Statute of limitations period (in years) 3 years 3 years    
Extension period for statute of limitations under special circumstances (in years) 5 years 5 years    
Underpayment of tax liability listed as special circumstance ¥ 100,000      
Statute of limitations period for related party transaction (in years) 10 years 10 years    
Statute of limitations period for tax evasion (in years) 0 years 0 years    
PRC. | Subsidiaries in Shenzhen | Tax year 2019 to 2021        
Income taxes        
Income tax rate (as a percent) 15.00% 15.00%    
Qualified software enterprise | PRC.        
Income taxes        
Number of subsidiary | subsidiary 1 1    
Tax reduction (as a percent) 50.00% 50.00% 50.00%  
Tax reduction period (in years) 3 years 3 years    
Qualified Enterprise        
Income taxes        
Number of subsidiary | subsidiary       1
Income tax rate (as a percent) 15.00% 15.00%