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Loans and Allowance - Summary of Troubled Debt Restructurings by Modification Type (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2019
Sep. 30, 2018
Sep. 30, 2019
Sep. 30, 2018
Financing Receivable, Troubled Debt Restructuring [Line Items]        
Modification $ 184 $ 205 $ 433 $ 606
Term Modification        
Financing Receivable, Troubled Debt Restructuring [Line Items]        
Modification 0   0 77
Rate Modification        
Financing Receivable, Troubled Debt Restructuring [Line Items]        
Modification 0 112 88 290
Combination        
Financing Receivable, Troubled Debt Restructuring [Line Items]        
Modification 184 93 345 239
Residential        
Financing Receivable, Troubled Debt Restructuring [Line Items]        
Modification 184 140 433 447
Residential | Term Modification        
Financing Receivable, Troubled Debt Restructuring [Line Items]        
Modification     0  
Residential | Rate Modification        
Financing Receivable, Troubled Debt Restructuring [Line Items]        
Modification 0 47 88 208
Residential | Combination        
Financing Receivable, Troubled Debt Restructuring [Line Items]        
Modification $ 184 93 $ 345 239
Home equity        
Financing Receivable, Troubled Debt Restructuring [Line Items]        
Modification   65   153
Home equity | Term Modification        
Financing Receivable, Troubled Debt Restructuring [Line Items]        
Modification       77
Home equity | Rate Modification        
Financing Receivable, Troubled Debt Restructuring [Line Items]        
Modification   65   76
Home equity | Combination        
Financing Receivable, Troubled Debt Restructuring [Line Items]        
Modification   $ 0   0
Individuals' loans for household and other personal expenditures        
Financing Receivable, Troubled Debt Restructuring [Line Items]        
Modification       6
Individuals' loans for household and other personal expenditures | Term Modification        
Financing Receivable, Troubled Debt Restructuring [Line Items]        
Modification       0
Individuals' loans for household and other personal expenditures | Rate Modification        
Financing Receivable, Troubled Debt Restructuring [Line Items]        
Modification       6
Individuals' loans for household and other personal expenditures | Combination        
Financing Receivable, Troubled Debt Restructuring [Line Items]        
Modification       $ 0