A system and method is provided for receiving and displaying voting data with respect to online hosted videos. Viewers vote on portions within various videos stored in an online video hosting website. Voting data can represent different types of votes, such as unipolar, bipolar, or categorical. The prior voting data, including that submitted by other viewers, can be displayed in a number of ways, such as gradations of color, or charts such as bar graphs. The voting data may be associated with demographic categories, such as a voters age, sex, or political affiliation. Further, a video may be selectively played to display portions of most interest to given demographic categories, as indicated by voting patterns of those categories.