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Deposits - Additional Information (Details) - USD ($)
$ in Thousands
3 Months Ended
Mar. 31, 2019
Mar. 31, 2018
Dec. 31, 2018
Banking and Thrift [Abstract]      
Deposits $ 19,663,986   $ 18,943,158
Brokered deposits 10,600,000   10,300,000
Retail and other deposits 9,100,000   8,600,000
Stable interest-bearing deposits, total 6,200,000   5,900,000
Brokered deposit placement fee 4,000 $ 3,000  
Third party broker fees paid 1,000 $ 7,000  
Deposits exceeding FDIC insurance limits 638,000   523,000
Accrued interest on deposits $ 57,000   $ 53,000