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Loans and Leases - Summary of Acquired PCI Loans (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2019
Sep. 30, 2018
Sep. 30, 2019
Sep. 30, 2018
Jun. 30, 2019
Dec. 31, 2018
Jun. 30, 2018
Dec. 31, 2017
Receivables [Abstract]                
PCI Balance $ 293,713 $ 4,802 $ 293,713 $ 4,802 $ 2,273 $ 3,816 $ 7,033 $ 11,844
Certain Loans Acquired in Transfer Accounted for as Debt Securities, Accretable Yield Movement Schedule [Roll Forward]                
Balance, beginning of period 401 439 961 1,051        
Addition attributable to the Merger 39,733 0 39,733 0        
Accretion recognized in interest income (4,312) (38) (5,015) (188)        
Net reclassification (to) from nonaccretable difference (517) 0 179 370        
Payments received (824) 26 (1,377) (806)        
Balance, end of period $ 34,481 $ 427 $ 34,481 $ 427