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Deposits - Narrative (Details) - USD ($)
$ in Thousands
3 Months Ended
Mar. 31, 2019
Mar. 31, 2018
Dec. 31, 2018
Banking and Thrift [Abstract]      
Aggregate amount of certificates of deposit exceeding threshold amount $ 936,300   $ 885,300
Interest expense on deposits $ 13,679 $ 8,099