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Noninterest Income - Summary of Noninterest Income (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2020
Jun. 30, 2019
Jun. 30, 2020
Jun. 30, 2019
Other Income and Expenses [Abstract]        
Gains on investment securities, net $ 34,868 $ 47,698 $ 80,923 $ 76,726
Gains on equity warrant assets, net 26,506 48,347 39,901 69,652
Client investment fees 31,885 45,744 75,278 90,226
Foreign exchange fees 36,256 38,506 83,761 76,554
Credit card fees 21,288 28,790 49,592 56,273
Deposit service charges 20,511 22,075 45,100 43,014
Lending related fees 11,164 11,213 24,289 25,150
Letters of credit and standby letters of credit fees 11,421 11,009 22,963 20,363
Investment banking revenue 141,503 48,694 188,370 98,489
Commissions 16,918 14,429 32,940 28,537
Other 16,528 17,245 27,665 29,142
Total noninterest income $ 368,848 $ 333,750 $ 670,782 $ 614,126