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Summary of Significant Accounting Policies - Property, equipment and software, net (Details)
12 Months Ended
Dec. 31, 2019
Buildings  
Property, Plant and Equipment [Line Items]  
Estimated useful lives 20 years
Leasehold improvements | Minimum  
Property, Plant and Equipment [Line Items]  
Estimated useful lives 2 years
Leasehold improvements | Maximum  
Property, Plant and Equipment [Line Items]  
Estimated useful lives 3 years
Furniture, office equipment  
Property, Plant and Equipment [Line Items]  
Estimated useful lives 3 years
Furniture, office equipment | Maximum  
Property, Plant and Equipment [Line Items]  
Estimated useful lives 5 years
Motor vehicles | Minimum  
Property, Plant and Equipment [Line Items]  
Estimated useful lives 3 years
Motor vehicles | Maximum  
Property, Plant and Equipment [Line Items]  
Estimated useful lives 4 years
Software | Minimum  
Property, Plant and Equipment [Line Items]  
Estimated useful lives 2 years
Software | Maximum  
Property, Plant and Equipment [Line Items]  
Estimated useful lives 10 years