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Deposits - Interest Expense on Deposits by Type (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2017
Dec. 31, 2016
Dec. 31, 2015
Interest expense on deposits by type [Abstract]      
Interest-bearing demand $ 6,820 $ 3,297 $ 3,235
Savings 6,047 2,657 2,547
Time 9,850 6,794 6,816
Total $ 22,717 $ 12,748 $ 12,598