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Loans, Allowance for Loan Losses, and Credit Quality - Summary of Non-accretable discount on purchase credit impaired ("PCI") loans (Details) - USD ($)
$ in Thousands
9 Months Ended 12 Months Ended
Sep. 30, 2019
Sep. 30, 2018
Dec. 31, 2018
Accretion Discount [Roll Forward]      
Balance at beginning of period $ 6,408 $ 9,471 $ 9,471
Accretion to loan interest income (3,293) (1,872) (1,976)
Transferred to accretable 0 (513) (990)
Disposals of loans (660) (97) (97)
Balance at end of period $ 2,455 $ 6,989 $ 6,408