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Business Combinations - Assets Acquired and Liabilities Assumed (Details) - USD ($)
$ in Thousands
Mar. 01, 2019
Dec. 31, 2020
Dec. 31, 2019
Dec. 31, 2018
Liabilities assumed:        
Goodwill   $ 472,828 $ 472,828 $ 166,007
Beneficial        
Business Acquisition [Line Items]        
Common shares issued $ 949,968      
Common stock shares issued (in shares) 21,816,355      
Cash paid to Beneficial stock and option holders $ 228,239      
Value of consideration 1,178,207      
Assets acquired:        
Cash and due from banks 304,311      
Investment securities 619,834      
Loans and leases, net 3,711,246      
Premises and equipment 69,873      
Deferred income taxes 18,463      
Bank owned life insurance 82,510      
Other assets 135,890      
Total assets 5,029,646      
Liabilities assumed:        
Deposits 4,056,506      
Other liabilities 101,754      
Total liabilities 4,158,260      
Net assets acquired: 871,386      
Goodwill 306,821      
Core deposits | Beneficial        
Assets acquired:        
Intangible assets 85,053      
Loan servicing rights | Beneficial        
Assets acquired:        
Intangible assets $ 2,466