September, 15 2017 David Steinberg MIS Quarterly is a management and information science journal that publishes many articles that make interesting and unusual use of data. A good example is the forthcoming article by Geva et al., which exploits internet data for sales prediction. Their work builds on many previous articles that use data from social media websites to predict offline economic outcomes such as sales. However, they also point to many limitations in social media