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Loans and Allowance - Summary of Troubled Debt Restructurings (Details)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2017
USD ($)
loan
Sep. 30, 2016
USD ($)
loan
Sep. 30, 2017
USD ($)
loan
Sep. 30, 2016
USD ($)
loan
Financing Receivable, Modifications [Line Items]        
Pre-Modification Recorded Balance $ 194 $ 753 $ 1,517 $ 6,797
Post-Modification Recorded Balance $ 201 $ 831 $ 1,261 $ 6,702
Number of Loans | loan 4 14 18 32
Commercial and industrial loans        
Financing Receivable, Modifications [Line Items]        
Pre-Modification Recorded Balance $ 6 $ 400 $ 260
Post-Modification Recorded Balance $ 6 $ 176 $ 260
Number of Loans | loan 1 2 3
Agricultural production financing and other loans to farmers        
Financing Receivable, Modifications [Line Items]        
Pre-Modification Recorded Balance     $ 1,606
Post-Modification Recorded Balance     $ 1,472
Number of Loans | loan     5
Real estate loans - Commercial and farmland        
Financing Receivable, Modifications [Line Items]        
Pre-Modification Recorded Balance $ 87 $ 357 $ 3,978
Post-Modification Recorded Balance $ 95 $ 492 $ 3,955
Number of Loans | loan 1 6 7
Real estate loans - Residential        
Financing Receivable, Modifications [Line Items]        
Pre-Modification Recorded Balance $ 120 $ 611 $ 570 $ 724
Post-Modification Recorded Balance $ 122 $ 678 $ 520 $ 811
Number of Loans | loan 1 11 8 14
Real estate loans - Home equity        
Financing Receivable, Modifications [Line Items]        
Pre-Modification Recorded Balance $ 68 $ 55 $ 190 $ 229
Post-Modification Recorded Balance $ 73 $ 58 $ 73 $ 204
Number of Loans | loan 2 2 2 3