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Noninterest Income - Client Investment Fees (Details) - USD ($)
$ in Thousands
3 Months Ended
Mar. 31, 2019
Mar. 31, 2018
Disaggregation of Revenue [Line Items]    
Revenue from contracts with customers $ 217,257 $ 111,362
Sweep money market fees    
Disaggregation of Revenue [Line Items]    
Revenue from contracts with customers 26,544 12,322
Asset management fees    
Disaggregation of Revenue [Line Items]    
Revenue from contracts with customers 6,671 5,358
Repurchase agreement fees    
Disaggregation of Revenue [Line Items]    
Revenue from contracts with customers 11,267 5,195
Client investment fees    
Disaggregation of Revenue [Line Items]    
Revenue from contracts with customers $ 44,482 $ 22,875