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Summary of Significant Accounting Policies - Consolidation of Variable Interest Entities (Details) - USD ($)
$ in Thousands
Dec. 31, 2019
Dec. 31, 2018
Variable Interest Entity [Line Items]    
Loans held for investment, at amortized cost $ 5,390,977 $ 4,004,968
Long-term Debt 19,098,648 16,243,697
Farm & Ranch    
Variable Interest Entity [Line Items]    
Borrower remittances 15,600 11,900
USDA Guarantees    
Variable Interest Entity [Line Items]    
Unamortized premiums and discounts 200 200
On-Balance Sheet: | Variable Interest Entity, Primary Beneficiary    
Variable Interest Entity [Line Items]    
Loans held for investment, at amortized cost 1,600,917 1,517,101
Long-term Debt 1,616,504 1,528,957
Off-Balance Sheet: | Unconsolidated VIEs:    
Variable Interest Entity [Line Items]    
Maximum exposure to loss 496,538 503,546
Farmer Mac Guaranteed Securities: | On-Balance Sheet: | Unconsolidated VIEs:    
Variable Interest Entity [Line Items]    
Carrying value 32,041 27,627
Maximum exposure to loss 31,887 27,383
Debt Securities    
Variable Interest Entity [Line Items]    
Unamortized premiums and discounts (1,382) 3,489
Debt Securities | On-Balance Sheet: | Unconsolidated VIEs:    
Variable Interest Entity [Line Items]    
Carrying value 1,117,203 1,000,942
Maximum exposure to loss 1,120,765 1,003,968
Operating Segments | On-Balance Sheet: | Farm & Ranch | Variable Interest Entity, Primary Beneficiary    
Variable Interest Entity [Line Items]    
Loans held for investment, at amortized cost 1,600,917 1,517,101
Long-term Debt 1,616,504 1,528,957
Operating Segments | On-Balance Sheet: | USDA Guarantees | Variable Interest Entity, Primary Beneficiary    
Variable Interest Entity [Line Items]    
Loans held for investment, at amortized cost 0 0
Long-term Debt 0 0
Operating Segments | Off-Balance Sheet: | Farm & Ranch | Unconsolidated VIEs:    
Variable Interest Entity [Line Items]    
Maximum exposure to loss 107,322 135,862
Operating Segments | Off-Balance Sheet: | USDA Guarantees | Unconsolidated VIEs:    
Variable Interest Entity [Line Items]    
Maximum exposure to loss 389,216 367,684
Operating Segments | Farmer Mac Guaranteed Securities: | On-Balance Sheet: | Farm & Ranch | Unconsolidated VIEs:    
Variable Interest Entity [Line Items]    
Carrying value 0 0
Maximum exposure to loss 0 0
Operating Segments | Farmer Mac Guaranteed Securities: | On-Balance Sheet: | USDA Guarantees | Unconsolidated VIEs:    
Variable Interest Entity [Line Items]    
Carrying value 32,041 27,627
Maximum exposure to loss 31,887 27,383
Operating Segments | Debt Securities | On-Balance Sheet: | Farm & Ranch | Unconsolidated VIEs:    
Variable Interest Entity [Line Items]    
Carrying value 0 0
Maximum exposure to loss 0 0
Operating Segments | Debt Securities | On-Balance Sheet: | USDA Guarantees | Unconsolidated VIEs:    
Variable Interest Entity [Line Items]    
Carrying value 0 0
Maximum exposure to loss 0 0
Corporate | On-Balance Sheet: | Variable Interest Entity, Primary Beneficiary    
Variable Interest Entity [Line Items]    
Loans held for investment, at amortized cost 0 0
Long-term Debt 0 0
Corporate | Off-Balance Sheet: | Unconsolidated VIEs:    
Variable Interest Entity [Line Items]    
Maximum exposure to loss 0 0
Corporate | Farmer Mac Guaranteed Securities: | On-Balance Sheet: | Unconsolidated VIEs:    
Variable Interest Entity [Line Items]    
Carrying value 0 0
Maximum exposure to loss 0 0
Corporate | Debt Securities | On-Balance Sheet: | Unconsolidated VIEs:    
Variable Interest Entity [Line Items]    
Carrying value 1,117,203 1,000,942
Maximum exposure to loss $ 1,120,765 $ 1,003,968