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Loans and Leases and Allowance for Credit Losses - Changes in the value of the accretable yield for PCI loans (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Certain Loans Acquired in Transfer Accounted for as Debt Securities, Accretable Yield Movement Schedule [Roll Forward]    
Balance at beginning of period $ 26,868 $ 17,686
Additions due to acquisitions 1,300 1,977
Accretion (17,885) (13,696)
Reclassification from nonaccretable difference 9,237 15,326
Changes in expected cash flows that do not affect nonaccretable difference 4,400 5,575
Balance at end of period $ 23,920 $ 26,868