This document discusses using web data to predict trends and identify early adopters. It notes that the adoption of new technologies follows an S-curve over time. However, with Web 2.0, the adoption curve is compressed, making it important to use timely metrics to find the tipping point and identify early adopters in order to filter for emerging trends.