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Cash and Cash Equivalents - Summary of Cash and Cash Equivalents (Details) - USD ($)
$ in Thousands
Mar. 31, 2019
Dec. 31, 2018
Mar. 31, 2018
Dec. 31, 2017
Cash and Cash Equivalents [Abstract]        
Cash and due from banks $ 6,766,158 $ 3,444,971    
Securities purchased under agreements to resell 298,755 123,611    
Other short-term investment securities 1,970 2,957    
Total cash and cash equivalents $ 7,066,883 $ 3,571,539 $ 2,619,384 $ 2,923,075