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Deposits - Components of interest expense and other information (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Banking and Thrift [Abstract]      
Money market and other $ 57,731 $ 43,252 $ 31,856
Savings deposits 2,596 1,889 1,354
Time deposits 129,831 89,817 41,692
Interest on deposits $ 190,158 $ 134,958 $ 74,902