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Earnings Per Share (Details) - USD ($)
$ / shares in Units, $ 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
Basic Net Income per Common Share Available to Common Stockholders [Abstract]                      
Net income                 $ 47,943 $ 36,600 $ 26,684
Net income available to common stockholders $ 11,976 $ 11,670 $ 10,981 $ 13,316 $ 9,939 $ 8,234 $ 10,037 $ 8,390 $ 47,943 $ 36,600 $ 26,684
Weighted average common shares outstanding                 16,675,269 14,487,126 12,531,659
Basic earnings per common share $ 0.72 $ 0.70 $ 0.66 $ 0.80 $ 0.62 $ 0.54 $ 0.72 $ 0.66 $ 2.88 $ 2.53 $ 2.13
Diluted Net Income per Common Share Available to Common Stockholders [Abstract]                      
Net income available to common stockholders $ 11,976 $ 11,670 $ 10,981 $ 13,316 $ 9,939 $ 8,234 $ 10,037 $ 8,390 $ 47,943 $ 36,600 $ 26,684
Weighted average common shares outstanding                 16,675,269 14,487,126 12,531,659
Dilutive potential common shares [Abstract]                      
Assumed conversion of stock options                 0 209 4,875
Restricted stock awarded                 34,207 13,250 0
Dilutive potential common shares                 34,207 13,459 4,875
Diluted weighted average common shares outstanding                 16,709,476 14,500,585 12,536,534
Diluted earnings per common share $ 0.72 $ 0.70 $ 0.66 $ 0.80 $ 0.62 $ 0.54 $ 0.72 $ 0.66 $ 2.87 $ 2.52 $ 2.13