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Allowance for Credit Losses and Credit Quality - Summary of TDR Modifications (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2020
Jun. 30, 2019
Jun. 30, 2020
Jun. 30, 2019
Financing Receivable, Troubled Debt Restructuring [Line Items]        
Pre-modification Investment $ 11,110 $ 33,552 $ 18,239 $ 38,010
Post-modification Investment 10,985 33,552 18,089 37,991
Commercial        
Financing Receivable, Troubled Debt Restructuring [Line Items]        
Pre-modification Investment 7,504 31,311 10,081 32,505
Post-modification Investment 7,504 31,311 10,081 32,505
Commercial | Commercial and industrial        
Financing Receivable, Troubled Debt Restructuring [Line Items]        
Pre-modification Investment 4,875 31,311 7,346 32,505
Post-modification Investment 4,875 31,311 7,346 32,505
Commercial | Commercial real estate        
Financing Receivable, Troubled Debt Restructuring [Line Items]        
Pre-modification Investment 2,629 0 2,735 0
Post-modification Investment 2,629 0 2,735 0
Consumer        
Financing Receivable, Troubled Debt Restructuring [Line Items]        
Pre-modification Investment 3,606 2,241 8,158 5,505
Post-modification Investment 3,481 2,241 8,008 5,486
Consumer | Residential mortgage        
Financing Receivable, Troubled Debt Restructuring [Line Items]        
Pre-modification Investment 2,373 1,107 5,581 2,360
Post-modification Investment 2,373 1,107 5,580 2,353
Consumer | Consumer installment        
Financing Receivable, Troubled Debt Restructuring [Line Items]        
Pre-modification Investment 134 257 511 630
Post-modification Investment 67 257 420 630
Consumer | Home equity        
Financing Receivable, Troubled Debt Restructuring [Line Items]        
Pre-modification Investment 1,099 877 2,066 2,515
Post-modification Investment $ 1,041 $ 877 $ 2,008 $ 2,503