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Loans and Allowance - Summary of Troubled Debt Restructurings by Modification Type (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2017
Jun. 30, 2016
Jun. 30, 2017
Jun. 30, 2016
Financing Receivable, Modifications [Line Items]        
Modification $ 638 $ 4,788 $ 993 $ 5,494
Term Modification        
Financing Receivable, Modifications [Line Items]        
Modification 41 1,559 41 1,559
Rate Modification        
Financing Receivable, Modifications [Line Items]        
Modification 385 143 505 304
Combination        
Financing Receivable, Modifications [Line Items]        
Modification 212 3,086 447 3,631
Commercial and industrial loans        
Financing Receivable, Modifications [Line Items]        
Modification 169   169 198
Commercial and industrial loans | Term Modification        
Financing Receivable, Modifications [Line Items]        
Modification    
Commercial and industrial loans | Rate Modification        
Financing Receivable, Modifications [Line Items]        
Modification    
Commercial and industrial loans | Combination        
Financing Receivable, Modifications [Line Items]        
Modification 169   169 198
Agricultural production financing and other loans to farmers        
Financing Receivable, Modifications [Line Items]        
Modification   1,141   1,190
Agricultural production financing and other loans to farmers | Term Modification        
Financing Receivable, Modifications [Line Items]        
Modification   1,141   1,141
Agricultural production financing and other loans to farmers | Rate Modification        
Financing Receivable, Modifications [Line Items]        
Modification     49
Commercial and farmland        
Financing Receivable, Modifications [Line Items]        
Modification 195 3,504 430 3,851
Commercial and farmland | Term Modification        
Financing Receivable, Modifications [Line Items]        
Modification 41 418 41 418
Commercial and farmland | Rate Modification        
Financing Receivable, Modifications [Line Items]        
Modification 154 154
Commercial and farmland | Combination        
Financing Receivable, Modifications [Line Items]        
Modification 3,086 235 3,433
Real estate loans - Residential        
Financing Receivable, Modifications [Line Items]        
Modification 274   394 112
Real estate loans - Residential | Term Modification        
Financing Receivable, Modifications [Line Items]        
Modification  
Real estate loans - Residential | Rate Modification        
Financing Receivable, Modifications [Line Items]        
Modification 231   351 112
Real estate loans - Residential | Combination        
Financing Receivable, Modifications [Line Items]        
Modification $ 43   $ 43
Real estate loans - Home equity        
Financing Receivable, Modifications [Line Items]        
Modification   143   143
Real estate loans - Home equity | Term Modification        
Financing Receivable, Modifications [Line Items]        
Modification    
Real estate loans - Home equity | Rate Modification        
Financing Receivable, Modifications [Line Items]        
Modification   143   143
Real estate loans - Home equity | Combination        
Financing Receivable, Modifications [Line Items]        
Modification