The brilliant folks at CBInsights are keeping a running list of failed startups and their view of what happened to each. I scraped, cleaned and analyzed the text of 100-odd start-ups on the list to see what we can learn. Here is the infographic:

The Tableau Workbook can be found here.
I can send you the data as well – contact me.