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Cash (Details) - USD ($)
$ in Thousands
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Dec. 31, 2016
Cash and Cash Equivalents [Abstract]        
Cash and cash equivalents $ 732,164 $ 729,547    
Cash restricted or segregated under regulations and other 41,116 6,500    
Total cash, cash equivalents and restricted cash shown in the statement of cash flows $ 773,280 $ 736,047 $ 532,887 $ 181,415