1. A method of determining sentiment trend visualization for localized events, the method being implemented on a system comprising a physical processor executing machine readable instructions, comprising: identifying, based on disseminated information from a first geographic region, an event occurring in the first geographic region, wherein the disseminated information from the first geographic region includes public commentary from the first geographic region; identifying a set of attributes that are related to the event; extracting a set of sentiment words relating to the identified event from the disseminated information, wherein the extracted set of sentiment words are in a local language of the first geographic region; and causing display, for a first attribute of the identified set of attributes, of a sentiment trend visualization that depicts a trend of determined sentiments for the first attribute, wherein the determined sentiments are based on the set of sentiment words for the first attribute.