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PARENT COMPANY ONLY CONDENSED FINANCIAL INFORMATION - Balance Sheet and Income Statement (Details) - USD ($)
$ in Thousands
 12 Months Ended
Dec. 31, 2023
Dec. 31, 2022
Dec. 31, 2021
ASSETS      
Other assets $ 56,920 $ 61,385  
Total assets 3,184,791 3,351,495  
LIABILITIES AND EQUITY      
Subordinated debt, net 45,785 49,153  
Accrued expenses and other liabilities 32,242 28,409  
Shareholders equity 303,300 294,984  
Total liabilities and equity 3,184,791 3,351,495  
Income Statement [Abstract]      
Interest income 156,492 123,209 $ 102,550
Interest expense 59,512 15,380 6,992
Income before income taxes 37,139 49,257 48,556
Income tax benefit (7,130) (8,834) (8,750)
Net earnings 30,009 40,423 39,806
Equity in undistributed earnings of subsidiary 28 24 0
Net earnings attributable to Guaranty Bancshares, Inc. 30,037 40,447 39,806
Comprehensive income 28,975 9,882 36,482
Parent Company      
ASSETS      
Cash and cash equivalents 2,987 6,848  
Investment in banking subsidiary 351,367 339,168  
Other assets 2,428 1,351  
Total assets 356,782 347,367  
LIABILITIES AND EQUITY      
Line of credit 4,500 0  
Subordinated debt, net 45,785 49,153  
Accrued expenses and other liabilities 3,197 3,230  
Shareholders equity 303,300 294,984  
Total liabilities and equity 356,782 347,367  
Income Statement [Abstract]      
Interest income 15 8 7
Dividends from Guaranty Bank & Trust 20,000 0 18,000
Income 20,015 8 18,007
Interest expense 2,506 1,755 916
Other expenses 1,645 1,974 2,520
Expenses 4,151 3,729 3,436
Income before income taxes 15,864 (3,721) 14,571
Income tax benefit 912 924 718
Net earnings 16,776 (2,797) 15,289
Equity in undistributed earnings of subsidiary 13,261 43,244 24,517
Net earnings attributable to Guaranty Bancshares, Inc. 30,037 40,447 39,806
Comprehensive income $ 28,975 $ 9,882 $ 36,482