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Loans and Allowance for Loan Losses - Additional Information (Details) - USD ($)
9 Months Ended
Sep. 30, 2016
Dec. 31, 2015
Sep. 18, 2015
Financing Receivable Recorded Investment Past Due [Line Items]      
Gross loans $ 1,793,343,000 $ 1,701,863,000  
Acquired with deteriorated credit quality 16,639,000 21,375,000  
Recorded investment in troubled debt restructurings 10,125,000 15,289,000  
Allocation to specific reserves 848,000 946,000  
Commitments to lend additional amounts to customers 1,000 69,000  
Non-accrual loans 5,274,000 5,898,000  
Payment default for loans modified as troubled debt restructurings 0    
Northwest Georgia Bank      
Financing Receivable Recorded Investment Past Due [Line Items]      
Purchased credit impaired loans prior to acquisition     $ 0
FHLB Cincinnati | 1-to-4 Family Mortgage And Loans Held for Sale      
Financing Receivable Recorded Investment Past Due [Line Items]      
Gross loans 445,598,000 26,089,000  
FHLB Cincinnati | Multi-Family Mortgage      
Financing Receivable Recorded Investment Past Due [Line Items]      
Gross loans $ 29,451,000 $ 43,825,000