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Credit Quality of Loans and Allowance for Loan Losses - Credit Quality Indicators by Class of Loans (Details) - USD ($)
$ in Thousands
Jun. 30, 2018
Dec. 31, 2017
Jun. 30, 2017
Financing Receivable, Allowance for Credit Losses [Line Items]      
Loans $ 1,057,963 $ 1,183,426 $ 1,240,253
Commercial, financial and agricultural      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Loans 354,944 435,207 451,767
Real estate – commercial      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Loans 414,526 448,406 461,064
Commercial, Total      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Loans $ 769,470 $ 883,613  
Percentage of total loans 100.00% 100.00%  
Real estate - construction      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Loans $ 98,108 $ 90,287 98,695
Percentage of total loans 100.00% 100.00%  
Real estate - residential      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Loans $ 141,104 $ 146,751 156,394
Percentage of total loans 100.00% 100.00%  
Installment loans to individuals      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Loans $ 47,406 $ 56,398 70,031
Lease financing receivable      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Loans 632 732 866
Other      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Loans 1,243 5,645 $ 1,436
Consumer and other commercial, total      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Loans $ 49,281 $ 62,775  
Percentage of total loans 100.00% 100.00%  
Pass | Commercial, financial and agricultural      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Loans $ 275,744 $ 358,373  
Pass | Real estate – commercial      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Loans 361,281 411,280  
Pass | Commercial, Total      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Loans $ 637,025 $ 769,653  
Percentage of total loans 82.79% 87.10%  
Pass | Real estate - construction      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Loans $ 96,225 $ 89,323  
Percentage of total loans 98.08% 98.93%  
Pass | Real estate - residential      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Loans $ 134,952 $ 144,250  
Percentage of total loans 95.64% 98.30%  
Special mention | Commercial, financial and agricultural      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Loans $ 21,320 $ 9,687  
Special mention | Real estate – commercial      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Loans 9,985 3,823  
Special mention | Commercial, Total      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Loans $ 31,305 $ 13,510  
Percentage of total loans 4.07% 1.53%  
Special mention | Real estate - construction      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Loans $ 85 $ 600  
Percentage of total loans 0.09% 0.67%  
Special mention | Real estate - residential      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Loans $ 602 $ 1,233  
Percentage of total loans 0.43% 0.84%  
Substandard | Commercial, financial and agricultural      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Loans $ 57,880 $ 67,147  
Substandard | Real estate – commercial      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Loans 43,260 33,303  
Substandard | Commercial, Total      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Loans $ 101,140 $ 100,450  
Percentage of total loans 13.14% 11.37%  
Substandard | Real estate - construction      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Loans $ 1,798 $ 364  
Percentage of total loans 1.83% 0.40%  
Substandard | Real estate - residential      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Loans $ 5,550 $ 1,268  
Percentage of total loans 3.93% 0.86%  
Performing | Installment loans to individuals      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Loans $ 47,355 $ 56,041  
Performing | Lease financing receivable      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Loans 632 699  
Performing | Other      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Loans 1,243 5,645  
Performing | Consumer and other commercial, total      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Loans $ 49,230 $ 62,385  
Percentage of total loans 99.90% 99.38%  
Nonperforming | Installment loans to individuals      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Loans $ 51 $ 357  
Nonperforming | Lease financing receivable      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Loans 0 33  
Nonperforming | Other      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Loans 0 0  
Nonperforming | Consumer and other commercial, total      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Loans $ 51 $ 390  
Percentage of total loans 0.10% 0.62%