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Deposits - Additional Information (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2019
Sep. 30, 2018
Sep. 30, 2019
Sep. 30, 2018
Dec. 31, 2018
Banking and Thrift [Abstract]          
Deposits $ 22,628,677   $ 22,628,677   $ 18,943,158
Brokered deposits 12,500,000   12,500,000   10,300,000
Retail and other deposits 10,100,000   10,100,000   8,600,000
Stable interest-bearing deposits, total 6,800,000   6,800,000   5,900,000
Brokered deposit placement fee 4,000 $ 4,000 12,000 $ 9,000  
Third party broker fees paid 5,000 $ 6,000 20,000 $ 25,000  
Deposits exceeding FDIC insurance limits 557,000   557,000   523,000
Accrued interest on deposits $ 72,000   $ 72,000   $ 53,000