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Income Taxes - Reconciliation from statutory federal income taxes (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
Reconciliation from statutory federal income taxes to the company's effective income taxes                      
Statutory federal income tax provision                 $ 45,729 $ 34,803 $ 35,778
State taxes, net of federal income tax effect                 15,764 12,724 6,720
Cash surrender life insurance                 (565) (582) (645)
Tax exempt interest                 (1,503) (1,135) (1,660)
Non-deductible merger costs                 0 375 824
LIHTC investments                 (1,570) (761) (1,031)
Effect of the Tax Act                 0 (1,441) 5,633
Excess tax benefit of stock-based compensation                 (728) (1,811) (1,995)
Prior year true-up                 0 0 (1,108)
Other                 908 68 (390)
Total income tax provision $ 13,109 $ 15,492 $ 14,168 $ 15,266 $ 15,376 $ 7,798 $ 10,182 $ 8,884 $ 58,035 $ 42,240 $ 42,126