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Deposits - Additional Information (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2020
Dec. 31, 2019
Dec. 31, 2018
Deposits [Abstract]      
Deposits $ 22,666,039 $ 24,283,983  
Brokered deposits 11,900,000 13,800,000  
Retail and other deposits 10,800,000 10,500,000  
Aggregate of deposits of individual depositors 7,100,000 6,800,000  
Brokered deposit placement fee 19,000 18,000 $ 13,000
Third party broker fees paid 5,000 28,000 $ 26,000
Deposits exceeding FDIC insurance limits 571,000 963,000  
Accrued interest on deposits $ 50,000 $ 68,000