Author of the article here. I would love to run an unbiased analysis on that, but it would tricky to list and identify all of the companies that flopped.

I guess you could grab a list of every successful and defunct company listed on Crunchbase/AngelList/etc, but there would still be bias, as flopped companies may never have got to the point of creating a profile there, or they scrubbed the profile later.