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Income Taxes - Comparison of Federal Statutory Income Tax Rates to Effective Income Tax Rates (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
Amount                      
Statutory federal tax                 $ 11,617 $ 9,703 $ 16,379
State franchise tax, net of federal benefit                 5,322 3,488 3,135
Tax-exempt income                 (25) (27) (297)
Tax impact from change in tax rate                 17 (479) 2,591
Stock-based compensation                 (27) (2,643)  
Other items, net                 (792) 59 (539)
Income tax expense $ 4,149 $ 3,689 $ 4,415 $ 3,859 $ 4,188 $ 2,041 $ 2,292 $ 1,580 $ 16,112 $ 10,101 $ 21,269
Rate                      
Statutory federal tax                 21.00% 21.00% 35.00%
State franchise tax, net of federal benefit                 9.60% 7.50% 6.70%
Tax-exempt income                 (0.00%) (0.10%) (0.60%)
Tax impact from change in tax rate                 0.00% (1.00%) 5.50%
Stock-based compensation                 0.00% (5.70%) 0.00%
Other items, net                 (1.40%) 0.10% (1.20%)
Actual tax expense                 29.20% 21.80% 45.40%