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Noninterest Income - Client Investment Fees (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2019
Sep. 30, 2018
Sep. 30, 2019
Sep. 30, 2018
Disaggregation of Revenue [Line Items]        
Revenue from contracts with customers $ 205,905 $ 130,437 $ 644,533 $ 364,258
Sweep money market fees        
Disaggregation of Revenue [Line Items]        
Revenue from contracts with customers 26,202 21,105 79,698 50,605
Asset management fees        
Disaggregation of Revenue [Line Items]        
Revenue from contracts with customers 7,256 6,358 20,883 17,447
Repurchase agreement fees        
Disaggregation of Revenue [Line Items]        
Revenue from contracts with customers 13,221 8,802 36,324 20,540
Client investment fees        
Disaggregation of Revenue [Line Items]        
Revenue from contracts with customers $ 46,679 $ 36,265 $ 136,905 $ 88,592