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Deposits - Components of interest expense and other information (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2018
Dec. 31, 2017
Dec. 31, 2016
Banking and Thrift [Abstract]      
Money market and other $ 43,252 $ 31,856 $ 21,136
Savings deposits 1,889 1,354 1,282
Time deposits 89,817 41,692 25,673
Interest on deposits $ 134,958 $ 74,902 $ 48,091