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Collateralized Transactions - Restricted Cash and Segregated Securities (Details) - USD ($)
$ in Millions
Sep. 30, 2019
Dec. 31, 2018
Sep. 30, 2018
Collateralized Agreements [Abstract]      
Restricted cash $ 30,739 $ 35,356 $ 33,202
Segregated securities 24,838 26,877  
Total $ 55,577 $ 62,233