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Segment Reporting - Schedule of Segment Financial Information (Parenthetical) (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2017
Dec. 31, 2016
Dec. 31, 2015
Segment Reporting Information [Line Items]      
Merger and conversion $ 19,034 $ 3,268 $ 3,543
Clayton Banks      
Segment Reporting Information [Line Items]      
Merger and conversion $ 19,034    
Northwest Georgia Bank      
Segment Reporting Information [Line Items]      
Merger and conversion   $ 3,268 $ 3,543