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Cash and Cash Equivalents - Summary of Cash and Cash Equivalents (Details) - USD ($)
$ in Thousands
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Dec. 31, 2016
Cash and Cash Equivalents [Abstract]        
Cash and due from banks $ 6,492,443 $ 3,444,971    
Securities purchased under agreements to resell 289,340 123,611    
Other short-term investment securities 0 2,957    
Total cash and cash equivalents $ 6,781,783 $ 3,571,539 $ 2,923,075 $ 2,545,750