7. A system for opinion processing and visualization for display on a computer screen, comprising: a data acquisition module configured to collection information on entities from structured and unstructured data sources, the data acquisition module configured to combine voluminous structured data from the structure data sources into a normalized representation to be stored in an entity database, each structured data being normalized with encoded one or more attribute for linking to the original structured data source, the data acquisition module configured to normalize the unstructured data from the unstructured data source into a post database; an analytics module configured to retrieve and link each post data from the post database to an entity in the entity database, the analytics module configured to determine the sentiment type associated with each electronic post linked to a particular entity, the analytics module configured to score the quality of each electronic post based on a predetermined criteria, the analytics module configured to compare one or more entities over time based on different attributes including buzz ranking and mood ranking, wherein the buzz ranking and the mood ranking for a particular entity are scored relative to the confined number of entities in the entity database; and a visualization module configured to aggregate the results of the scored structured electronic social media messages and the scored normalized unstructured electronic social media messages for one or more entities organized for display as a transformed visual representation based on the extracted one or more entities from the search query, the transformed visual representation including buzz ranking and mood ranking; wherein the transformed visual representation comprises a timeline entity graphical view with social media inflections over a period of time and a heat map of social media sentiments for the industry associated with the entity, the size and color coding for each company in the industry dependent on the amount of social medial posts and the type of sentiment.
7. A system for opinion processing and visualization for display on a computer screen, comprising: a data acquisition module configured to collection information on entities from structured and unstructured data sources, the data acquisition module configured to combine voluminous structured data from the structure data sources into a normalized representation to be stored in an entity database, each structured data being normalized with encoded one or more attribute for linking to the original structured data source, the data acquisition module configured to normalize the unstructured data from the unstructured data source into a post database; an analytics module configured to retrieve and link each post data from the post database to an entity in the entity database, the analytics module configured to determine the sentiment type associated with each electronic post linked to a particular entity, the analytics module configured to score the quality of each electronic post based on a predetermined criteria, the analytics module configured to compare one or more entities over time based on different attributes including buzz ranking and mood ranking, wherein the buzz ranking and the mood ranking for a particular entity are scored relative to the confined number of entities in the entity database; and a visualization module configured to aggregate the results of the scored structured electronic social media messages and the scored normalized unstructured electronic social media messages for one or more entities organized for display as a transformed visual representation based on the extracted one or more entities from the search query, the transformed visual representation including buzz ranking and mood ranking; wherein the transformed visual representation comprises a timeline entity graphical view with social media inflections over a period of time and a heat map of social media sentiments for the industry associated with the entity, the size and color coding for each company in the industry dependent on the amount of social medial posts and the type of sentiment. 10. The system of claim 7 , wherein the transformed visual representation comprises a comparison entity graphical view between two dissimilar entities.