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Quarterly Financial Data - Unaudited - Summary of Quarterly Data (Details) - USD ($)
 3 Months Ended 12 Months Ended
Dec. 31, 2021
Sep. 30, 2021
Jun. 30, 2021
Mar. 31, 2021
Dec. 31, 2020
Sep. 30, 2020
Jun. 30, 2020
Mar. 31, 2020
Dec. 31, 2021
Dec. 31, 2020
Dec. 31, 2019
Quarterly Financial Data [Abstract]                      
Interest income $ 46,299,000 $ 49,263,000 $ 46,635,000 $ 40,816,000 $ 37,570,000 $ 36,295,000 $ 35,535,000 $ 34,741,000 $ 183,013,000 $ 144,141,000 $ 149,721,000
Interest expense 3,555,000 3,767,000 3,888,000 4,052,000 4,130,000 3,778,000 3,953,000 4,868,000 15,262,000 16,729,000 24,047,000
Net interest income 42,744,000 45,496,000 42,747,000 36,764,000 33,440,000 32,517,000 31,582,000 29,873,000 167,751,000 127,412,000 125,674,000
Provision for loan losses 2,472,000 1,103,000 (560,000) 12,136,000 603,000 3,883,000 6,136,000 5,481,000 15,151,000 16,103,000 6,433,000
Net interest income after provision for loan losses 40,272,000 44,393,000 43,307,000 24,628,000 32,837,000 28,634,000 25,446,000 24,392,000 152,600,000 111,309,000 119,241,000
Other income 18,124,000 16,359,000 17,535,000 17,749,000 15,547,000 13,578,000 13,885,000 16,510,000 69,767,000 59,520,000 56,017,000
Other expense 36,394,000 36,321,000 45,264,000 37,600,000 30,331,000 26,927,000 26,098,000 27,731,000 155,579,000 111,087,000 111,992,000
Income before income taxes 22,002,000 24,431,000 15,578,000 4,777,000 18,053,000 15,285,000 13,233,000 13,171,000 66,788,000 59,742,000 63,266,000
Income taxes 5,168,000 6,105,000 3,357,000 668,000 4,484,000 3,720,000 3,096,000 3,172,000 15,298,000 14,472,000 15,323,000
Net income $ 16,834,000 $ 18,326,000 $ 12,221,000 $ 4,109,000 $ 13,569,000 $ 11,565,000 $ 10,137,000 $ 9,999,000 $ 51,490,000 $ 45,270,000 $ 47,943,000
Basic earnings per common share $ 0.93 $ 1.01 $ 0.68 $ 0.24 $ 0.81 $ 0.69 $ 0.61 $ 0.60 $ 2.88 $ 2.71 $ 2.88
Diluted earnings per common share $ 0.93 $ 1.01 $ 0.68 $ 0.24 $ 0.81 $ 0.69 $ 0.60 $ 0.60 $ 2.87 $ 2.70 $ 2.87