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Loans and Allowance for Credit Losses - Summary of Loans (Details) - USD ($)
$ in Thousands
Mar. 31, 2021
Dec. 31, 2020
Mar. 31, 2020
Dec. 31, 2019
Accounts, Notes, Loans and Financing Receivable [Line Items]        
Gross loans $ 3,941,799 $ 3,143,921    
Loans held for sale 4,693 1,924    
Loans and leases receivable gross excluding loans held for sale 3,937,106 3,141,997    
Net deferred loan fees (costs), premiums and discounts (1,300) 5,502    
Allowance for credit losses 55,418 41,910 $ 32,876 $ 26,911
Net loans 3,882,988 3,094,585    
Real Estate Loan        
Accounts, Notes, Loans and Financing Receivable [Line Items]        
Gross loans 2,544,555 2,068,550    
Construction and Land Development | Real Estate Loan        
Accounts, Notes, Loans and Financing Receivable [Line Items]        
Gross loans 165,780 122,853    
Allowance for credit losses 2,286 1,666 1,620 1,146
Agricultural | Real Estate Loan        
Accounts, Notes, Loans and Financing Receivable [Line Items]        
Gross loans 269,759 254,662    
Allowance for credit losses 1,628 1,084 1,335 1,093
Commercial | Real Estate Loan        
Accounts, Notes, Loans and Financing Receivable [Line Items]        
Gross loans 1,401,585 1,176,290    
Allowance for credit losses 25,737 19,660 13,621 11,198
Agricultural Loans        
Accounts, Notes, Loans and Financing Receivable [Line Items]        
Gross loans 121,955 137,333    
Allowance for credit losses 881 1,526 1,064 1,386
Commercial and Industrial Loans        
Accounts, Notes, Loans and Financing Receivable [Line Items]        
Gross loans 1,020,608 741,819    
Allowance for credit losses 18,954 13,485 11,294 9,273
Consumer Loans        
Accounts, Notes, Loans and Financing Receivable [Line Items]        
Gross loans 90,780 78,023    
Allowance for credit losses 2,839 2,167 2,011 1,429
All Other Loans        
Accounts, Notes, Loans and Financing Receivable [Line Items]        
Gross loans 163,901 118,196    
1-4 Family | Residential Properties | Real Estate Loan        
Accounts, Notes, Loans and Financing Receivable [Line Items]        
Gross loans 411,964 325,480    
Allowance for credit losses 3,093 2,322 $ 1,931 $ 1,386
Multifamily | Residential Properties | Real Estate Loan        
Accounts, Notes, Loans and Financing Receivable [Line Items]        
Gross loans $ 295,467 $ 189,265