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Goodwill - Schedule of Changes in Carrying Amount of Goodwill (Details) - USD ($)
$ in Thousands
3 Months Ended
Jan. 31, 2020
Mar. 31, 2020
Goodwill [Line Items]    
Balance as of December 31, 2019   $ 719,934
Effect of foreign currency translation   (3,096)
Balance as of March 31, 2020   905,177
ITG    
Goodwill [Line Items]    
Goodwill resulting from business combinations $ 188,300 $ 188,339