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Allowance for Loan Losses - Additional Information (Details) - USD ($)
12 Months Ended
Dec. 31, 2018
Dec. 31, 2017
Dec. 31, 2016
Financing Receivable, Modifications [Line Items]      
Recapture of loan losses $ 11,730,000 $ 5,648,000 $ 2,411,000
Recoveries 1,789,000 2,495,000 3,236,000
PULs      
Financing Receivable, Modifications [Line Items]      
Recapture of loan losses 200,000 200,000 $ 0
Recoveries 100,000 100,000  
Loans | The Bank Shares Inc      
Financing Receivable, Modifications [Line Items]      
Remaining fair value adjustment for loans acquired $ 47,000,000 $ 17,500,000  
Percentage of fair value adjustment for loans acquired 3.86% 2.00%