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Loans and Leases - Summary of Acquired PCI Loans (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Receivables [Abstract]      
PCI Balance $ 246,786 $ 3,817 $ 11,844
Certain Loans Acquired in Transfer Accounted for as Debt Securities, Accretable Yield Movement Schedule [Roll Forward]      
Balance, beginning of period 961 1,051  
Addition attributable to the Merger 38,479 0  
Accretion recognized in interest income (11,453) (215)  
Net reclassification (to) from nonaccretable difference 10,091 370  
Payments received (10,445) (245)  
Balance, end of period $ 27,633 $ 961