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Deposits - Schedule of Interest Expense (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Deposits [Abstract]      
Interest bearing demand deposits $ 3,940 $ 2,728 $ 1,812
Money market accounts 2,754 1,654 682
Savings accounts 2,634 2,056 1,311
Certificate of deposit accounts 7,021 3,959 2,244
Total interest expense $ 16,349 $ 10,397 $ 6,049