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Fair Value Disclosures - Summary of Carrying Value and Fair Value (Details) - USD ($)
$ in Thousands
Dec. 31, 2020
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]        
Financial derivatives $ 16,123 $ 7,834    
Guarantee and commitment fees receivable 37,113 38,442    
Financial derivatives 182,371 105,087    
Guarantee and commitment obligation 35,535 36,700 $ 38,683 $ 38,400
Fair Value        
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]        
Cash and cash equivalents 1,033,941 604,381    
Loans 9,167,525 7,317,091    
Financial derivatives 17,468 10,519    
Guarantee and commitment fees receivable 34,115 36,732    
Notes payable 22,130,263 19,234,079    
Debt securities of consolidated trusts held by third parties 1,390,330 1,663,177    
Financial derivatives 29,892 27,042    
Guarantee and commitment obligation 32,537 34,990    
Fair Value | Investment securities:        
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]        
Marketable securities 3,899,925 3,005,828    
Fair Value | Farmer Mac Guaranteed Securities        
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]        
Marketable securities 8,148,691 8,606,451    
Fair Value | USDA Securities:        
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]        
Marketable securities 2,637,509 2,294,671    
Carrying Amount        
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]        
Cash and cash equivalents 1,033,941 604,381    
Loans 8,535,146 6,981,440    
Financial derivatives 17,468 10,519    
Guarantee and commitment fees receivable 37,113 38,442    
Notes payable 21,848,917 19,098,648    
Debt securities of consolidated trusts held by third parties 1,323,786 1,616,504    
Financial derivatives 29,892 27,042    
Guarantee and commitment obligation 35,535 36,700    
Carrying Amount | Investment securities:        
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]        
Marketable securities 3,898,724 3,004,875    
Carrying Amount | Farmer Mac Guaranteed Securities        
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]        
Marketable securities 8,123,493 8,590,476    
Carrying Amount | USDA Securities:        
Fair Value, Balance Sheet Grouping, Financial Statement Captions [Line Items]        
Marketable securities $ 2,480,321 $ 2,241,073