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Summary of Significant Accounting Policies - Additional information (Details)
12 Months Ended
Dec. 31, 2024
CNY (¥)
segment
$ / ¥
Dec. 31, 2024
USD ($)
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Dec. 31, 2023
CNY (¥)
Dec. 31, 2022
CNY (¥)
Dec. 31, 2024
USD ($)
$ / ¥
Dec. 31, 2023
USD ($)
May 31, 2015
CNY (¥)
Summary Of Significant Accounting Policies              
Land use right, term 34 years 34 years          
Allowance for credit loss ¥ 0   ¥ 0 ¥ 0      
Interest income from held-to maturity investments 51,034,427 $ 6,991,688 80,693,057 19,375,505      
Investment income from other short-term investments carried at fair value 315,013,325 43,156,649 77,394,955 98,965,612      
Total notional amount 267,280,381   411,567,717   $ 36,617,262    
Unrealized gain on comprehensive income/(loss) 89,894,630 $ 12,315,514 312,870,238        
Derivative collateral right to reclaim cash ¥ 267,280,381   411,567,717   36,617,262    
Post default loss rate applicable to senior claim 45.00% 45.00%          
Post default loss rate applicable to subordinate claims 75.00% 75.00%          
Account receivables ¥ 34,275,509   25,876,818   4,695,725    
Allowance for account receivables, net 274,956   205,489   $ 37,669 $ 28,152  
Remaining unsatisfied performance obligations 0            
Defined contribution plan expensed incurred 19,125,406 $ 2,620,170 14,321,884 29,871,441      
Advertising costs 53,979 7,395 946,664 207,905,890      
Government grants 175,519 24,046 5,483,308 19,472,671      
VAT incurred ¥ 52,519,936 $ 7,195,202 26,906,439 80,085,288      
Operating segment | segment 1 1          
Number of reportable segments | segment 1 1          
Exchange rate | $ / ¥ 7.2993       7.2993    
Deposits in the licensed banks             ¥ 500,000
Revenues ¥ 216,428,374 $ 29,650,566 ¥ 126,338,353 577,493,364      
Concentration of credit risk | Financial assets | China Merchants Bank Company Limited              
Summary Of Significant Accounting Policies              
Concentration risk, percentage 22.00% 22.00% 25.00%        
Financial assets ¥ 1,831   ¥ 2,567   $ 251    
Concentration of credit risk | Financial assets | China Guangfa Bank Co., Ltd              
Summary Of Significant Accounting Policies              
Concentration risk, percentage     9.00%        
Financial assets | $           $ 936  
Customer concentration risk | Revenue benchmark | Customer A              
Summary Of Significant Accounting Policies              
Concentration risk, percentage 22.00% 22.00%          
Revenues ¥ 47,629,353 $ 6,525,195          
Customer concentration risk | Revenue benchmark | Customer B              
Summary Of Significant Accounting Policies              
Concentration risk, percentage 39.00% 39.00%          
Revenues ¥ 83,463,994 $ 11,434,520          
Customer concentration risk | Revenue benchmark | Customer C              
Summary Of Significant Accounting Policies              
Concentration risk, percentage 10.00% 10.00%          
Revenues ¥ 22,125,951 $ 3,031,243          
Customer concentration risk | Revenue benchmark | Customer D              
Summary Of Significant Accounting Policies              
Concentration risk, percentage 11.00% 11.00%          
Revenues ¥ 24,452,405 $ 3,349,966          
Customer concentration risk | Accounts receivable | Customer A              
Summary Of Significant Accounting Policies              
Account receivables ¥ 9,300,571       1,274,173    
Concentration risk, percentage 27.00% 27.00%          
Customer concentration risk | Accounts receivable | Customer B              
Summary Of Significant Accounting Policies              
Account receivables ¥ 13,291,323       1,820,904    
Concentration risk, percentage 38.00% 38.00%          
Customer concentration risk | Accounts receivable | Customer C              
Summary Of Significant Accounting Policies              
Account receivables ¥ 9,028,752       1,236,934    
Concentration risk, percentage 26.00% 26.00%          
Xiamen Youqi Technology Co., Ltd. and other companies              
Summary Of Significant Accounting Policies              
Applicable tax rate 3.00% 3.00%          
Computer software              
Summary Of Significant Accounting Policies              
Research and development costs capitalized ¥ 0            
Minimum              
Summary Of Significant Accounting Policies              
Intangible assets estimated useful lives P1Y P1Y          
Minimum | Other Subsidiaries              
Summary Of Significant Accounting Policies              
Applicable tax rate 6.00% 6.00%          
Maximum              
Summary Of Significant Accounting Policies              
Intangible assets estimated useful lives P10Y P10Y          
Maximum | Other Subsidiaries              
Summary Of Significant Accounting Policies              
Applicable tax rate 13.00% 13.00%          
Swap              
Summary Of Significant Accounting Policies              
Derivative collateral right to reclaim cash ¥ 267,280,381   ¥ 411,567,717   $ 36,617,262    
CICC, CITIC and GF | Swap              
Summary Of Significant Accounting Policies              
Prepaid for new contracts to be entered into ¥ 1,231,339,138 $ 168,692,770 50,143,583        
CICC, CITIC and GF | LIBOR interest rate              
Summary Of Significant Accounting Policies              
Debt instrument interest rate during period 2.80%       2.80%    
CICC, CITIC and GF | SOFR              
Summary Of Significant Accounting Policies              
Debt instrument interest rate during period 2.00%       2.00%    
Installment credit services              
Summary Of Significant Accounting Policies              
Revenue from providing loan facilitation service ¥ 0 0 0 18,316,858      
Revenue from post origination services and other 0 0 0 492,215      
Transaction services              
Summary Of Significant Accounting Policies              
Revenue from providing loan facilitation service 0 0 0 110,912,689      
Revenue from post origination services and other ¥ 0 $ 0 ¥ 0 ¥ 2,877,700