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Allowance for Loan and Lease Losses and Credit Quality - Summary of TDR Modifications (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]        
Pre-modification Investment $ 2,839 $ 3,126 $ 39,130 $ 11,416
Post-modification Investment 2,838 3,113 39,111 11,344
Commercial        
Financing Receivable, Troubled Debt Restructuring [Line Items]        
Pre-modification Investment 0 11 31,518 5,239
Post-modification Investment 0 11 31,518 5,239
Commercial | Commercial and industrial        
Financing Receivable, Troubled Debt Restructuring [Line Items]        
Pre-modification Investment 0 11 0 11
Post-modification Investment 0 11 0 11
Commercial | Commercial real estate        
Financing Receivable, Troubled Debt Restructuring [Line Items]        
Pre-modification Investment 0 0 31,518 5,228
Post-modification Investment 0 0 31,518 5,228
Consumer        
Financing Receivable, Troubled Debt Restructuring [Line Items]        
Pre-modification Investment 2,839 3,115 7,612 6,177
Post-modification Investment 2,838 3,102 7,593 6,105
Consumer | Residential mortgage        
Financing Receivable, Troubled Debt Restructuring [Line Items]        
Pre-modification Investment 1,724 2,132 4,023 4,385
Post-modification Investment 1,723 2,119 4,016 4,315
Consumer | Home equity        
Financing Receivable, Troubled Debt Restructuring [Line Items]        
Pre-modification Investment 1,115 983 3,589 1,792
Post-modification Investment $ 1,115 $ 983 $ 3,577 $ 1,790