Abstract: A set of methods which build on top of search engine page rank which use sentiment analysis, entity extrapolation, temporal analysis, cluster analysis, geographic, and multimedia content to provide visualizations of search results. Rather than a single list of ranked text, these methods extract: people, places and things directly from search engine results pages as well as how they are related to each other.