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Deposits - Schedule of Deposit Maturities (Details) - USD ($)
$ in Thousands
Dec. 31, 2018
Dec. 31, 2017
Banking and Thrift [Abstract]    
One year or less $ 1,107,667 $ 669,610
After one year to two years 326,800 474,475
After two years to three years 230,468 169,069
After three years to four years 24,939 68,184
After four years 10,442 22,544
Total term certificate accounts $ 1,700,316 $ 1,403,882