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Deposits - Schedule of Deposit Maturities (Details) - USD ($)
$ in Thousands
Dec. 31, 2019
Dec. 31, 2018
Banking and Thrift [Abstract]    
One year or less $ 1,293,613 $ 1,107,667
After one year to two years 548,995 326,800
After two years to three years 142,458 230,468
After three years to four years 11,362 24,939
After four years 16,717 10,442
Total term certificate accounts $ 2,013,145 $ 1,700,316