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Income Taxes - Income Tax Rate Reconciliation (Details)
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Income Tax Disclosure [Abstract]      
Statutory federal income tax rate 21.00% 21.00% 35.00%
State income taxes, net of federal benefit 2.50% 2.40% 0.70%
Tax exempt income (1.50%) (1.50%) (2.60%)
Excess benefits from equity-based compensation (0.80%) (0.60%) (1.60%)
Bank-owned life insurance income (0.50%) (0.40%) (0.80%)
Federal tax credit (0.70%) (0.60%) (2.00%)
Enactment of Federal tax reform 0.000 0.000 0.157
All other 0.50% 0.60% 0.40%
Total 20.50% 20.90% 44.80%