 Big data showcases such as Google Flu Trends failed to deliver good predictions in recent years, overstating the flu outbreaks by a factor of two.Similarly, Academy awards and election predictions solely based on Twitter were more often off than on target.Big data often poses the same challenges as small data; adding more data does not solve problems of bias, but may emphasize other problems.