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Income Taxes - Reconciliation of Effective Income Tax (Details) - USD ($)
$ in Thousands
3 Months Ended 12 Months Ended
Dec. 31, 2019
Sep. 30, 2019
Jun. 30, 2019
Mar. 31, 2019
Dec. 31, 2018
Sep. 30, 2018
Jun. 30, 2018
Mar. 31, 2018
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Income Tax Disclosure [Abstract]                      
Federal statutory tax rate (as a percent)                 21.00% 21.00% 35.00%
Income tax expense at Federal statutory rate                 $ 17,020 $ 13,710 $ 21,051
Tax-exempt instruments                 (1,745) (1,879) (3,212)
Non-deductible acquisition costs                 0 336 210
Federal tax credits and other benefits                 (1,961) (515) (1,510)
Effects of BOLI                 (368) (330) (531)
Revaluation of net deferred tax assets                 0 0 2,568
Other, net                 542 (84) (220)
Income tax expense $ 3,445 $ 3,621 $ 3,202 $ 3,220 $ 4,690 $ 3,146 $ 2,003 $ 1,399 $ 13,488 $ 11,238 $ 18,356