Embodiments of the present invention provide a system, Embodiments of the present invention are directed to methods, computer program products, computer systems for providing a computing search platform for conducting opinion searches over the Internet concerning aggregated social media electronic messages about public opinions and public sentiments for wide variety of matrices, such as social media posting of a particular industry over a specified time period, electronic social media posting on the public sentiments, public buzz, public mood on US senators, or electronic social media textual data of the upcoming US presidential election of Republic and Democrat candidates. An opinion search engine serves as the backbone in complex data crunching of thousands or millions of electronic social media messages which detect, extract, compute, and correlate both unstructured textual data and structured textual data. In response to a search query submitted through an opinion search bar, the opinion search engine processes the query to return an aggregated result in a transformed visual representation of the selected one or more entities, as well as public buzz, public mood, and other public sentiments on one or more related products, to the user's computer display.
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