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Derivatives - Derivatives Associated with Fixed Income Trading Activities (Details) - USD ($)
$ in Thousands
Sep. 30, 2019
Dec. 31, 2018
Customer interest rate contracts    
Derivative Instruments, Gain (Loss) [Line Items]    
Notional $ 2,679,166 $ 2,271,448
Assets 93,314 18,744
Liabilities 1,285 27,768
Offsetting upstream interest rate contracts    
Derivative Instruments, Gain (Loss) [Line Items]    
Notional 2,679,166 2,271,448
Assets 541 4,014
Liabilities 5,509 9,041
Option contracts purchased | Long    
Derivative Instruments, Gain (Loss) [Line Items]    
Notional 20,000 20,000
Assets 94 25
Liabilities 0 0
Forwards and futures purchased    
Derivative Instruments, Gain (Loss) [Line Items]    
Notional 10,765,259 4,684,177
Assets 26,191 28,304
Liabilities 8,233 181
Forwards and futures sold    
Derivative Instruments, Gain (Loss) [Line Items]    
Notional 10,799,031 4,967,454
Assets 9,327 522
Liabilities $ 25,586 $ 30,055