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Revenue from Contracts with Customers - Disaggregation of Revenue (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2021
Dec. 31, 2020
Dec. 31, 2019
Revenue from Contract with Customer [Abstract]      
Service charges on deposit accounts $ 12,317 $ 11,098 $ 12,970
Other service charges, commissions, and fees:      
Interchange income 18,480 14,142 13,814
Other fees 7,036 5,955 5,667
Commissions from sales of insurance and financial products:      
Insurance income 2,787 5,353 5,289
Wealth management income 4,160 3,495 3,206
SBA consulting fees 7,231 8,644 3,872
Noninterest income (in-scope of Topic 606) 52,011 48,687 44,818
Noninterest income (out-of-scope of Topic 606) 21,600 32,659 14,711
Total noninterest income $ 73,611 $ 81,346 $ 59,529