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Summary of significant accounting policies - Revenue recognition (Details)
12 Months Ended
Dec. 31, 2019
USD ($)
item
Dec. 31, 2019
CNY (¥)
Dec. 31, 2018
CNY (¥)
Dec. 31, 2017
CNY (¥)
Dec. 31, 2019
CNY (¥)
item
Revenue recognition          
Number of business models | item 2       2
Number of services provided | item 3       3
Upfront fees collected   ¥ 0 ¥ 0 ¥ 520,952,503  
Loans held for sale $ 41,591,688   632,716,508   ¥ 289,553,016
Total net revenue 443,570,627 3,088,049,995 3,540,600,044 1,786,935,193  
Contract assets recognized         0
Contract assets     0   0
Remaining unsatisfied performance obligations 15,247,189   103,023,734 32,704,036 ¥ 106,147,877
Revenue recognized for obligations satisfied $ 320,292 2,240,572 ¥ 3,390,633 0  
Percentage of loans that have signed credit insurance agreement with ZhongAn 77.00%   90.00%   77.00%
Loan facilitation service | Direct Model          
Revenue recognition          
Total net revenue $ 285,271,530 1,986,003,343 ¥ 2,957,571,967 1,231,054,733  
Loan facilitation service | Intermediary Model          
Revenue recognition          
Total net revenue 34,311,105 238,867,054 228,272,373 302,614,463  
Post-origination service          
Revenue recognition          
Total net revenue 47,501,395 330,695,212 131,243,431 50,326,664  
Financing income          
Revenue recognition          
Total net revenue 58,663,104 408,400,792 76,103,961 130,740,149  
Other revenue          
Revenue recognition          
Total net revenue 17,823,493 124,083,594 147,408,312 72,199,184  
Xiaoying Credit Loan          
Revenue recognition          
Total net revenue 407,985,625 2,840,314,312 3,420,194,541 1,533,068,345  
Xiaoying Credit Loan | Loan facilitation service | Direct Model          
Revenue recognition          
Total net revenue 263,554,534 1,834,813,952 2,897,702,061 1,148,688,253  
Xiaoying Credit Loan | Loan facilitation service | Intermediary Model          
Revenue recognition          
Total net revenue 32,127,977 223,668,549 216,754,528 260,278,922  
Xiaoying Credit Loan | Post-origination service          
Revenue recognition          
Total net revenue 45,213,587 314,767,947 128,865,000 46,670,424  
Xiaoying Credit Loan | Financing income          
Revenue recognition          
Total net revenue 56,887,554 396,039,771 67,731,784 58,258,088  
Xiaoying Credit Loan | Other revenue          
Revenue recognition          
Total net revenue 10,201,973 71,024,093 109,141,168 19,172,658  
Xiaoying Revolving Loan          
Revenue recognition          
Total net revenue 15,288,583 106,436,055      
Xiaoying Revolving Loan | Loan facilitation service | Direct Model          
Revenue recognition          
Total net revenue 9,145,240 63,667,334      
Xiaoying Revolving Loan | Loan facilitation service | Intermediary Model          
Revenue recognition          
Total net revenue 1,892,460 13,174,930      
Xiaoying Revolving Loan | Post-origination service          
Revenue recognition          
Total net revenue 1,172,594 8,163,362      
Xiaoying Revolving Loan | Financing income          
Revenue recognition          
Total net revenue 1,775,550 12,361,021      
Xiaoying Revolving Loan | Other revenue          
Revenue recognition          
Total net revenue 1,302,739 9,069,408      
Xiaoying Housing Loan          
Revenue recognition          
Total net revenue 152,812 1,063,849 24,972,178 104,985,946  
Xiaoying Housing Loan | Loan facilitation service | Direct Model          
Revenue recognition          
Total net revenue 83,110 578,598 5,780,118    
Xiaoying Housing Loan | Loan facilitation service | Intermediary Model          
Revenue recognition          
Total net revenue 12,673 88,225 1,247,846 16,573,570  
Xiaoying Housing Loan | Post-origination service          
Revenue recognition          
Total net revenue 19,015 132,382 463,129 278,234  
Xiaoying Housing Loan | Financing income          
Revenue recognition          
Total net revenue     8,290,828 66,723,545  
Xiaoying Housing Loan | Other revenue          
Revenue recognition          
Total net revenue 38,014 264,644 9,190,257 21,410,597  
Internet Channel          
Revenue recognition          
Total net revenue 14,061,860 97,895,859 73,171,394 68,642,119  
Internet Channel | Loan facilitation service | Direct Model          
Revenue recognition          
Total net revenue 12,458,537 86,733,843 53,874,025 56,931,619  
Internet Channel | Loan facilitation service | Intermediary Model          
Revenue recognition          
Total net revenue 244,625 1,703,032 8,760,054 2,748,428  
Internet Channel | Post-origination service          
Revenue recognition          
Total net revenue 1,087,184 7,568,757 1,182,786 1,644,517  
Internet Channel | Financing income          
Revenue recognition          
Total net revenue     41,253 2,576,028  
Internet Channel | Other revenue          
Revenue recognition          
Total net revenue 271,514 1,890,227 9,313,276 4,741,527  
Other loan products          
Revenue recognition          
Total net revenue 73,988 515,101 3,577,616 56,642,736  
Other loan products | Loan facilitation service | Direct Model          
Revenue recognition          
Total net revenue 30,109 209,616 215,763 25,434,861  
Other loan products | Loan facilitation service | Intermediary Model          
Revenue recognition          
Total net revenue 33,370 232,318 1,509,945 23,013,543  
Other loan products | Post-origination service          
Revenue recognition          
Total net revenue 9,015 62,764 732,516 1,733,489  
Other loan products | Financing income          
Revenue recognition          
Total net revenue     40,096 3,182,488  
Other loan products | Other revenue          
Revenue recognition          
Total net revenue 1,494 10,403 1,079,296 3,278,355  
Other services          
Revenue recognition          
Total net revenue 6,007,759 41,824,819 18,684,315 23,596,047  
Other services | Other revenue          
Revenue recognition          
Total net revenue $ 6,007,759 ¥ 41,824,819 ¥ 18,684,315 ¥ 23,596,047