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Loans and Allowance for Loan Losses (Details)
3 Months Ended 6 Months Ended 12 Months Ended
Jun. 30, 2018
USD ($)
Jun. 30, 2017
USD ($)
Jun. 30, 2018
USD ($)
alternative
Jun. 30, 2017
USD ($)
Dec. 31, 2017
USD ($)
Jun. 30, 2018
USD ($)
Dec. 31, 2017
USD ($)
Jun. 30, 2017
USD ($)
Accounts, Notes, Loans and Financing Receivable [Line Items]                
Financing Receivable, Allowance for Credit Losses, Period Increase (Decrease) $ 1,877,000 $ 1,840,000 $ 2,932,000 $ 3,562,000 $ 7,462,000      
Gross loans           $ 2,387,345,000 $ 1,946,114,000  
Loans Receivable Held-for-sale, Amount           2,454,000 1,025,000  
loans and leases receivable gross excluding loans held for sale           2,384,891,000 1,945,089,000  
Less [Abstract]                
Net deferred loan fees, premiums and discounts           10,662,000 6,613,000  
Allowance for loan losses 20,771,000 17,846,000 19,977,000 16,753,000 16,753,000 22,045,000 19,977,000 $ 18,209,000
Net loans           2,352,184,000 1,918,499,000  
Increase (Decrease) in loans receivable     433,700,000          
Impaired Loans [Abstract]                
Minimum value of loans individually measured for impairment     $ 250,000          
Number of alternatives for measuring impaired loans receivable | alternative     3          
Allowance for Loan Losses [Abstract]                
Balance, beginning of period 20,771,000 17,846,000 $ 19,977,000 16,753,000 16,753,000      
Provision for Loan and Lease Losses 1,877,000 1,840,000 2,932,000 3,562,000        
Losses charged off (719,000) (1,718,000) (1,195,000) (2,481,000) (5,195,000)      
Recoveries 116,000 241,000 331,000 375,000 957,000      
Balance, end of period 22,045,000 18,209,000 $ 22,045,000 18,209,000 19,977,000      
Ending Balance [Abstract]                
Individually evaluated for impairment           542,000 614,000 242,000
Collectively evaluated for impairment           21,503,000 19,354,000 17,967,000
Financing Receivable, Allowance for Credit Losses               0
Ending Balance [Abstract]                
Individually evaluated for impairment           15,209,000 13,086,000 7,656,000
Collectively evaluated for impairment           2,345,448,000 1,926,156,000 1,811,868,000
Loans and Leases Receivable, Including Held for Sale, Net of Deferred Income           2,376,683,000 1,939,501,000 1,825,634,000
Construction and land development                
Accounts, Notes, Loans and Financing Receivable [Line Items]                
Gross loans           88,945,000 107,721,000  
Ending Balance [Abstract]                
Loans and Leases Receivable, Including Held for Sale, Net of Deferred Income           88,481,000 107,594,000  
Agricultural real estate                
Accounts, Notes, Loans and Financing Receivable [Line Items]                
Gross loans           185,217,000 127,232,000  
Ending Balance [Abstract]                
Loans and Leases Receivable, Including Held for Sale, Net of Deferred Income           184,887,000 127,183,000  
1-4 Family residential properties                
Accounts, Notes, Loans and Financing Receivable [Line Items]                
Gross loans           380,302,000 294,483,000  
Ending Balance [Abstract]                
Period When Loans are Charged-down     180 days          
Loans and Leases Receivable, Including Held for Sale, Net of Deferred Income           378,573,000 293,667,000  
Multifamily residential properties                
Accounts, Notes, Loans and Financing Receivable [Line Items]                
Gross loans           106,728,000 61,966,000  
Ending Balance [Abstract]                
Loans and Leases Receivable, Including Held for Sale, Net of Deferred Income           105,948,000 61,798,000  
Commercial real estate                
Accounts, Notes, Loans and Financing Receivable [Line Items]                
Gross loans           807,630,000 684,639,000  
Loans Receivable Additional Information [Abstract]                
Debt coverage ratio     1.20x          
Amortization period of loans     twenty years          
Ending Balance [Abstract]                
Loans and Leases Receivable, Including Held for Sale, Net of Deferred Income           803,362,000 681,757,000  
Commercial real estate | Minimum [Member]                
Loans Receivable Additional Information [Abstract]                
Maximum Loan-to-value Ratio (in hundredths)     65.00%          
Commercial real estate | Maximum [Member]                
Loans Receivable Additional Information [Abstract]                
Maximum Loan-to-value Ratio (in hundredths)     80.00%          
Loans secured by real estate                
Accounts, Notes, Loans and Financing Receivable [Line Items]                
Gross loans           1,568,822,000 1,276,041,000  
Ending Balance [Abstract]                
Loans and Leases Receivable, Including Held for Sale, Net of Deferred Income           1,561,251,000 1,271,999,000  
Agricultural loans                
Accounts, Notes, Loans and Financing Receivable [Line Items]                
Gross loans           113,823,000 86,602,000  
Ending Balance [Abstract]                
Loans and Leases Receivable, Including Held for Sale, Net of Deferred Income           113,533,000 86,631,000  
Commercial and industrial loans                
Accounts, Notes, Loans and Financing Receivable [Line Items]                
Gross loans           503,423,000 445,378,000  
Loans Receivable Additional Information [Abstract]                
Maximum Loan-to-value Ratio (in hundredths)     80.00%          
Amortization period of loans     seven years          
Loans Receivable, Time Period     one year          
Ending Balance [Abstract]                
Loans and Leases Receivable, Including Held for Sale, Net of Deferred Income           502,211,000 444,263,000  
Consumer loans                
Accounts, Notes, Loans and Financing Receivable [Line Items]                
Financing Receivable, Allowance for Credit Losses, Period Increase (Decrease) 132,000 57,000 $ 235,000 107,000 361,000      
Gross loans           59,932,000 30,070,000  
Less [Abstract]                
Allowance for loan losses 861,000 751,000 803,000 693,000 693,000 928,000 803,000 716,000
Allowance for Loan Losses [Abstract]                
Balance, beginning of period 861,000 751,000 803,000 693,000 693,000      
Losses charged off (128,000) (135,000) (264,000) (237,000) (521,000)      
Recoveries 63,000 43,000 154,000 153,000 270,000      
Balance, end of period 928,000 716,000 928,000 716,000 803,000      
Ending Balance [Abstract]                
Individually evaluated for impairment           0 1,000 1,000
Collectively evaluated for impairment           928,000 802,000 715,000
Ending Balance [Abstract]                
Individually evaluated for impairment           153,000 200,000 248,000
Collectively evaluated for impairment           73,773,000 38,870,000 35,611,000
Loans Receivable, Net           73,932,000 39,070,000 35,859,000
Loans and Leases Receivable, Including Held for Sale, Net of Deferred Income           59,090,000 29,749,000  
All other loans                
Accounts, Notes, Loans and Financing Receivable [Line Items]                
Gross loans           141,345,000 108,023,000  
Ending Balance [Abstract]                
Loans and Leases Receivable, Including Held for Sale, Net of Deferred Income           140,598,000 106,859,000  
Agricultural and Farm Loans [Member]                
Accounts, Notes, Loans and Financing Receivable [Line Items]                
Gross loans           299,000,000 213,800,000  
Less [Abstract]                
Increase (Decrease) in loans receivable     $ 85,200,000          
Loans Receivable Additional Information [Abstract]                
Maximum Loan-to-value Ratio (in hundredths)     65.00%          
Amortization period of loans     twenty five years          
Loans Receivable, Time Period     one year          
Other Grain Farming [Member]                
Accounts, Notes, Loans and Financing Receivable [Line Items]                
Gross loans           172,300,000 170,800,000  
Less [Abstract]                
Increase (Decrease) in loans receivable     $ 1,500,000          
Motels and Hotels Loans [Member]                
Accounts, Notes, Loans and Financing Receivable [Line Items]                
Gross loans           121,100,000    
Non-residential Buildings [Member]                
Accounts, Notes, Loans and Financing Receivable [Line Items]                
Gross loans           189,700,000    
Residential Buildings [Member]                
Accounts, Notes, Loans and Financing Receivable [Line Items]                
Gross loans           130,000,000    
Other Gambling Industries [Member]                
Accounts, Notes, Loans and Financing Receivable [Line Items]                
Gross loans           95,400,000    
Unsecured Open-end Loans [Member]                
Ending Balance [Abstract]                
Period When Loans are Charged-down     180 days          
Other Secured Loans [Member]                
Ending Balance [Abstract]                
Period When Loans are Charged-down     120 days          
Commercial/ Commercial Real Estate                
Accounts, Notes, Loans and Financing Receivable [Line Items]                
Financing Receivable, Allowance for Credit Losses, Period Increase (Decrease) 1,334,000 1,667,000 $ 2,270,000 3,133,000 6,884,000      
Less [Abstract]                
Allowance for loan losses 17,368,000 13,771,000 16,546,000 12,901,000 12,901,000 18,166,000 16,546,000 14,747,000
Allowance for Loan Losses [Abstract]                
Balance, beginning of period 17,368,000 13,771,000 16,546,000 12,901,000 12,901,000      
Losses charged off (536,000) (871,000) (773,000) (1,483,000) (3,795,000)      
Recoveries 0 180,000 123,000 196,000 556,000      
Balance, end of period 18,166,000 14,747,000 18,166,000 14,747,000 16,546,000      
Ending Balance [Abstract]                
Individually evaluated for impairment           493,000 586,000 194,000
Collectively evaluated for impairment           17,673,000 15,951,000 14,553,000
Ending Balance [Abstract]                
Individually evaluated for impairment           12,163,000 11,372,000 5,653,000
Collectively evaluated for impairment           1,593,116,000 1,360,156,000 1,241,763,000
Loans Receivable, Net           1,617,579,000 1,371,787,000 1,253,526,000
Agricultural/ Agricultural Real Estate                
Accounts, Notes, Loans and Financing Receivable [Line Items]                
Financing Receivable, Allowance for Credit Losses, Period Increase (Decrease) 319,000 86,000 158,000 155,000 153,000      
Less [Abstract]                
Allowance for loan losses 1,581,000 2,319,000 1,742,000 2,249,000 2,249,000 1,900,000 1,742,000 1,743,000
Allowance for Loan Losses [Abstract]                
Balance, beginning of period 1,581,000 2,319,000 1,742,000 2,249,000 2,249,000      
Losses charged off 0 (662,000) 0 (662,000) (662,000)      
Recoveries 0 0 0 1,000 2,000      
Balance, end of period 1,900,000 1,743,000 1,900,000 1,743,000 1,742,000      
Ending Balance [Abstract]                
Individually evaluated for impairment           30,000 2,000 0
Collectively evaluated for impairment           1,870,000 1,740,000 1,743,000
Ending Balance [Abstract]                
Individually evaluated for impairment           150,000 488,000 261,000
Collectively evaluated for impairment           294,768,000 213,033,000 202,620,000
Loans Receivable, Net           295,156,000 213,521,000 202,881,000
Residential Real Estate                
Accounts, Notes, Loans and Financing Receivable [Line Items]                
Financing Receivable, Allowance for Credit Losses, Period Increase (Decrease) 92,000 23,000 269,000 169,000 100,000      
Less [Abstract]                
Allowance for loan losses 961,000 978,000 $ 886,000 874,000 874,000 1,051,000 886,000 969,000
Loans Receivable Additional Information [Abstract]                
Maximum Loan-to-value Ratio (in hundredths)     80.00%          
Amortization period of loans     twenty five years          
Balloon period     five years          
Allowance for Loan Losses [Abstract]                
Balance, beginning of period 961,000 978,000 $ 886,000 874,000 874,000      
Losses charged off (55,000) (50,000) (158,000) (99,000) (217,000)      
Recoveries 53,000 18,000 54,000 25,000 129,000      
Balance, end of period 1,051,000 969,000 1,051,000 969,000 886,000      
Ending Balance [Abstract]                
Individually evaluated for impairment           19,000 25,000 47,000
Collectively evaluated for impairment           1,032,000 861,000 922,000
Ending Balance [Abstract]                
Individually evaluated for impairment           2,743,000 1,026,000 1,494,000
Collectively evaluated for impairment           383,791,000 314,097,000 331,874,000
Loans Receivable, Net           390,016,000 315,123,000 333,368,000
Unallocated                
Accounts, Notes, Loans and Financing Receivable [Line Items]                
Financing Receivable, Allowance for Credit Losses, Period Increase (Decrease) 0 7,000 0 (2,000) (36,000)      
Less [Abstract]                
Allowance for loan losses 0 27,000 0 36,000 36,000 0 0 34,000
Allowance for Loan Losses [Abstract]                
Balance, beginning of period 0 27,000 0 36,000 36,000      
Losses charged off 0 0 0 0 0      
Recoveries 0 0 0 0 0      
Balance, end of period $ 0 $ 34,000 0 $ 34,000 $ 0      
Ending Balance [Abstract]                
Individually evaluated for impairment           0 0 0
Collectively evaluated for impairment           0 0 34,000
Ending Balance [Abstract]                
Individually evaluated for impairment           0 0 0
Collectively evaluated for impairment           0 0 0
Loans Receivable, Net           0 0 0
Receivables Acquired with Deteriorated Credit Quality [Member]                
Less [Abstract]                
Net loans           16,026,000 250,000  
Ending Balance [Abstract]                
Financing Receivable, Allowance for Credit Losses           0 9,000 0
Ending Balance [Abstract]                
Financing Receivable, Net           16,026,000 259,000 6,110,000
Receivables Acquired with Deteriorated Credit Quality [Member] | Construction and land development                
Ending Balance [Abstract]                
Financing Receivable, Net           299,000    
Receivables Acquired with Deteriorated Credit Quality [Member] | Agricultural real estate                
Ending Balance [Abstract]                
Financing Receivable, Net           121,000    
Receivables Acquired with Deteriorated Credit Quality [Member] | 1-4 Family residential properties                
Ending Balance [Abstract]                
Financing Receivable, Net           3,183,000 0  
Receivables Acquired with Deteriorated Credit Quality [Member] | Multifamily residential properties                
Ending Balance [Abstract]                
Financing Receivable, Net           3,951,000 0  
Receivables Acquired with Deteriorated Credit Quality [Member] | Agricultural loans                
Ending Balance [Abstract]                
Financing Receivable, Net           117,000 0  
Receivables Acquired with Deteriorated Credit Quality [Member] | Commercial and industrial loans                
Ending Balance [Abstract]                
Financing Receivable, Net           569,000 8,000  
Receivables Acquired with Deteriorated Credit Quality [Member] | Consumer loans                
Ending Balance [Abstract]                
Financing Receivable, Allowance for Credit Losses           0 0 0
Ending Balance [Abstract]                
Financing Receivable, Net           6,000 0 0
Receivables Acquired with Deteriorated Credit Quality [Member] | Commercial/ Commercial Real Estate                
Ending Balance [Abstract]                
Financing Receivable, Allowance for Credit Losses           0 9,000 0
Ending Balance [Abstract]                
Financing Receivable, Net           12,300,000 259,000 6,110,000
Receivables Acquired with Deteriorated Credit Quality [Member] | Agricultural/ Agricultural Real Estate                
Ending Balance [Abstract]                
Financing Receivable, Allowance for Credit Losses           0 0 0
Ending Balance [Abstract]                
Financing Receivable, Net           238,000 0 0
Receivables Acquired with Deteriorated Credit Quality [Member] | Residential Real Estate                
Ending Balance [Abstract]                
Financing Receivable, Allowance for Credit Losses           0 0 0
Ending Balance [Abstract]                
Financing Receivable, Net           3,482,000 0 0
Receivables Acquired with Deteriorated Credit Quality [Member] | Unallocated                
Ending Balance [Abstract]                
Financing Receivable, Allowance for Credit Losses           0 0 0
Ending Balance [Abstract]                
Financing Receivable, Net           $ 0 $ 0 $ 0
First BancTrust [Member] | Agricultural and Farm Loans [Member]                
Less [Abstract]                
Increase (Decrease) in loans receivable     $ 81,800,000