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Premises and Equipment - Components of Premises and Equipment (Details) - USD ($)
$ in Thousands
Dec. 31, 2018
Dec. 31, 2017
Property, Plant and Equipment [Abstract]    
Computer software $ 217,017 $ 203,359
Computer hardware 70,247 63,881
Leasehold improvements 98,237 89,225
Furniture and equipment 42,319 38,146
Total 427,820 394,611
Accumulated depreciation and amortization (298,607) (265,929)
Premises and equipment, net $ 129,213 $ 128,682