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Noninterest Income - Credit Card Fees (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Disaggregation of Revenue [Line Items]      
Card interchange fees, net $ 93,553 $ 74,381 $ 60,224
Revenue from contracts with customers 880,951 511,656  
Revenue not from contracts with customer 340,528 233,328  
Total credit card fees 118,719 94,072 76,543
Merchant service fees      
Disaggregation of Revenue [Line Items]      
Revenue from contracts with customers 18,355 14,420 11,584
Card service fees      
Disaggregation of Revenue [Line Items]      
Revenue not from contracts with customer $ 6,811 $ 5,271 $ 4,735