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Deposits - Additional Information (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2018
Jun. 30, 2017
Jun. 30, 2018
Jun. 30, 2017
Dec. 31, 2017
Banking and Thrift [Abstract]          
Deposits $ 16,745,957   $ 16,745,957   $ 15,505,383
Brokered deposits 8,700,000   8,700,000   8,200,000
Retail and other deposits 8,000,000   8,000,000   7,300,000
Stable interest-bearing deposits, total 5,700,000   5,700,000   5,500,000
Brokered deposit placement fee 3,000 $ 2,000 6,000 $ 4,000  
Third party broker fees paid 12,000 $ 3,000 19,000 $ 5,000  
Deposits exceeding FDIC insurance limits 406,000   406,000   396,000
Accrued interest on deposits $ 39,000   $ 39,000   $ 28,000