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Premises and Equipment - Summary of Premises and Equipment (Details) - USD ($)
$ in Thousands
Dec. 31, 2019
Dec. 31, 2018
Property, Plant and Equipment [Abstract]    
Computer software $ 261,643 $ 217,017
Computer hardware 82,643 70,247
Leasehold improvements 121,907 98,237
Furniture and equipment 46,300 42,319
Total 512,493 427,820
Accumulated depreciation and amortization (350,617) (298,607)
Premises and equipment, net $ 161,876 $ 129,213