Before revision:  Here, we compare the credibility of tweets about COVID-19  to datasets pertaining to other health issues.
After revision:  Here, we report the results of an analysis of over 500 million social media posts from Twitter and Facebook between March 8 and May 1, 2020. We find that messages about COVID-19 to datasets pertaining to other health issues.