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Allowance for Credit Losses and Credit Quality - Summary of TDR Modifications (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2020
Dec. 31, 2019
Dec. 31, 2018
Financing Receivable, Troubled Debt Restructuring [Line Items]      
Pre-modification Investment $ 63,390 $ 51,758 $ 21,048
Post-modification Investment 62,995 51,528 20,973
Commercial Loan and Lease Portfolio      
Financing Receivable, Troubled Debt Restructuring [Line Items]      
Pre-modification Investment 46,038 41,344 12,481
Post-modification Investment 45,858 41,344 12,481
Commercial Loan and Lease Portfolio | Commercial and industrial      
Financing Receivable, Troubled Debt Restructuring [Line Items]      
Pre-modification Investment 4,136 5,347 7,253
Post-modification Investment 3,956 5,347 7,253
Commercial Loan and Lease Portfolio | Commercial real estate      
Financing Receivable, Troubled Debt Restructuring [Line Items]      
Pre-modification Investment 41,902 35,997 5,228
Post-modification Investment 41,902 35,997 5,228
Consumer Loan Portfolio      
Financing Receivable, Troubled Debt Restructuring [Line Items]      
Pre-modification Investment 17,352 10,414 8,567
Post-modification Investment 17,137 10,184 8,492
Consumer Loan Portfolio | Residential mortgage      
Financing Receivable, Troubled Debt Restructuring [Line Items]      
Pre-modification Investment 11,550 6,053 5,333
Post-modification Investment 11,485 5,912 5,259
Consumer Loan Portfolio | Home equity      
Financing Receivable, Troubled Debt Restructuring [Line Items]      
Pre-modification Investment 5,269 4,144 2,182
Post-modification Investment 5,210 4,089 2,181
Consumer Loan Portfolio | Consumer installment      
Financing Receivable, Troubled Debt Restructuring [Line Items]      
Pre-modification Investment 533 217 1,052
Post-modification Investment $ 442 $ 183 $ 1,052