This lecture focuses on discussing the gap that occurs between data-based predictions and actual results. It examines how economists use and utilize data for predictions, and also discusses the issues of data-based prediction models. Additionally, it covers the recently active discussions on big data and cases where election predictions based on big data differ from the actual election outcomes.