Where did you get the 2015 data from CrunchBase? Only the 2013-and-earlier data is freely available and allowed to be redistributed (to my personal frustration)<p><a href="https://data.crunchbase.com/page/pricing" rel="nofollow">https://data.crunchbase.com/page/pricing</a>