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Deposits - Additional Information (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2021
Dec. 31, 2020
Dec. 31, 2019
Deposits [Abstract]      
Deposits $ 20,828,124 $ 22,666,039  
Brokered deposits 10,100,000 11,900,000  
Retail and other deposits 10,700,000 10,800,000  
Aggregate of deposits of individual depositors 7,300,000 7,100,000  
Brokered deposit placement fee 16,000 19,000 $ 18,000
Third party broker fees paid 13,000 5,000 $ 28,000
Deposits exceeding FDIC insurance limits 743,000 571,000  
Accrued interest on deposits $ 35,000 $ 50,000