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Revenue from Contracts with Customers - Disaggregation of Revenue (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2020
Dec. 31, 2019
Dec. 31, 2018
Revenue from Contract with Customer [Abstract]      
Service charges on deposit accounts $ 11,098 $ 12,970 $ 12,690
Other service charges, commissions, and fees:      
Interchange income 14,142 13,814 11,995
Other fees 5,955 5,667 4,493
Commissions from sales of insurance and financial products:      
Insurance income 5,353 5,289 6,038
Wealth management income 3,495 3,206 2,693
SBA consulting fees 8,644 3,872 4,675
Noninterest income (in-scope of Topic 606) 48,687 44,818 42,584
Noninterest income (out-of-scope of Topic 606) 32,659 14,711 16,358
Total noninterest income $ 81,346 $ 59,529 $ 58,942