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Deposit Accounts - Interest expense on deposit accounts (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2018
Dec. 31, 2017
Dec. 31, 2016
Interest expense on deposit accounts      
Checking accounts $ 1,167 $ 365 $ 200
Money market accounts 19,567 6,720 3,641
Savings 357 251 151
Certificates of deposit accounts 16,562 6,035 4,399
Total 37,653 13,371 $ 8,391
Accrued interest on deposits $ 1,742 $ 526