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Noninterest Income - Summary of Noninterest Income (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2020
Sep. 30, 2019
Sep. 30, 2020
Sep. 30, 2019
Other Income and Expenses [Abstract]        
Gains on investment securities, net $ 189,837 $ 29,849 $ 270,760 $ 106,575
Gains on equity warrant assets, net 53,766 37,561 93,667 107,213
Client investment fees 31,914 46,679 107,192 136,905
Foreign exchange fees 43,881 40,309 127,642 116,863
Credit card fees 22,756 30,158 72,348 86,431
Deposit service charges 22,015 22,482 67,115 65,496
Lending related fees 13,562 11,707 37,851 36,857
Letters of credit and standby letters of credit fees 12,192 10,842 35,155 31,205
Investment banking revenue 92,181 38,516 280,551 137,005
Commissions 16,257 12,275 49,197 40,812
Other 49,222 13,631 76,887 42,773
Total noninterest income $ 547,583 $ 294,009 $ 1,218,365 $ 908,135