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Deposits - Interest expense on deposits (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Deposits      
Interest bearing transaction $ 6,491 $ 3,348 $ 1,537
Savings and money market 50,042 35,534 17,284
Time, $100,000 or more 20,016 17,138 7,294
Other time 14,477 4,190 1,171
Total $ 91,026 $ 60,210 $ 27,286