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Investment Securities - Qualified Affordable Housing Projects (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Investments in Affordable Housing Projects [Abstract]      
Investments in qualified affordable housing projects, net $ 458,476 $ 318,575  
Other liabilities 302,031 205,685  
Investment Holdings [Line Items]      
Tax credits and other tax benefits recognized 35,037 24,047 $ 17,296
Amortization expense included in provision for income taxes $ 28,267 18,876 $ 17,362
Low Income Housing Tax Credit Funds      
Investment Holdings [Line Items]      
Cumulative effect adjustment   $ 3,800