This document discusses tools for analyzing real-time internet conversations from social media sources that cannot be easily tracked by traditional analytics tools. It provides an analysis of tweets during the 2010 Super Bowl, finding that brands like Doritos and Bud Light that ran multiple themed ads received more positive sentiment tweets. Metrics like positive mentions, sentiment polarity, and tweet volume are used to evaluate brand performance and the effect of advertising on social media conversations.