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Accumulated Other Comprehensive Income (Loss) - Summary of Significant Amounts Reclassified out of Accumulated Other Comprehensive Income (Loss) (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2018
Sep. 30, 2017
Sep. 30, 2018
Sep. 30, 2017
Reclassification Adjustment Out Of Accumulated Other Comprehensive Income On Derivatives [Line Items]        
Net (gain) loss on sale of securities     $ 2 $ 42
Interest expense - Federal Home Loan Bank advances $ (698) $ (563) (1,813) (1,083)
Income tax benefit (554) (1,516) (1,702) (141)
Net income 3,656 4,419 10,363 1,409
Reclassification out of Accumulated Other Comprehensive Income | Unrealized Losses on Cash Flow Hedges        
Reclassification Adjustment Out Of Accumulated Other Comprehensive Income On Derivatives [Line Items]        
Interest expense money market (111) (109) (330) (322)
Interest expense - Federal Home Loan Bank advances (108) (168) (368) (267)
Income tax benefit 16   56  
Net income (203) (277) (642) (589)
Reclassification out of Accumulated Other Comprehensive Income | Unrealized Gains and Losses on Available for Sale Securities        
Reclassification Adjustment Out Of Accumulated Other Comprehensive Income On Derivatives [Line Items]        
Net (gain) loss on sale of securities 1 (9) (2) (42)
Income tax benefit   3 1 16
Net income $ 1 (6) (1) (26)
Reclassification out of Accumulated Other Comprehensive Income | Unrealized Losses on Securities Transferred to Held to Maturity        
Reclassification Adjustment Out Of Accumulated Other Comprehensive Income On Derivatives [Line Items]        
Interest income - securities   79 14 162
Income tax benefit   (30) (4) (62)
Net income   $ 49 $ 10 $ 100