13. A system for analyzing items using lexical analysis and filtering process comprising of: a data storage unit storing source data comprising of a plurality of items, wherein said source data is one of structured data and unstructured data; a processor associated with said data storage unit, wherein said processor extracts data from both the structured data and the unstructured data, the unstructured data being parsed to extract at least one textual data along with any available structured supporting information and the structured data being parsed to extract a set of associated data in a tuple structure, said tuple structure being formed by each a subject being the conceptual information representing each item of said plurality of items, a predicate including information representing one or more categories of each item of said plurality of items, and an object including information representing the extracted data itself; said extracted data being associated with an item from which said data is extracted and said extracted data matched against a list of synonyms associated with said item, the processor further mapping each of said plurality of items with at least one lexicon term and said extracted data is analyzed to identify a match between said plurality of items and lexicon terms and said lexicon terms are represented as a network of a plurality of nodes and each node represents a lexicon term, which includes at least one of a parent node to which said lexicon term is subordinate and a child node to which said lexicon term is superordinate, the processor further mapping each of said plurality of items with at least one lexicon term based on an associated synonym, wherein said extracted data is analyzed to identify a match between said plurality of items and synonyms of said lexicon terms, wherein said lexicon terms are represented as said network of said plurality of nodes and each node of said plurality of nodes represents said lexicon term, said associated synonyms corresponding with at least one lexicon term identified at each node of said plurality of nodes; and an electronic display for presenting said source data utilizing said processor configured to present a first group of said items based on said extracted data of said items in at least one of tabular view and geospatial view and said first group of said items represent items having at least one common characteristic of said extracted data, and present a second group of said items and said second group of items represent said items mapped to a first matching lexicon terms of said plurality of lexicon terms in at least one of said tabular view and said geospatial view.
13. A system for analyzing items using lexical analysis and filtering process comprising of: a data storage unit storing source data comprising of a plurality of items, wherein said source data is one of structured data and unstructured data; a processor associated with said data storage unit, wherein said processor extracts data from both the structured data and the unstructured data, the unstructured data being parsed to extract at least one textual data along with any available structured supporting information and the structured data being parsed to extract a set of associated data in a tuple structure, said tuple structure being formed by each a subject being the conceptual information representing each item of said plurality of items, a predicate including information representing one or more categories of each item of said plurality of items, and an object including information representing the extracted data itself; said extracted data being associated with an item from which said data is extracted and said extracted data matched against a list of synonyms associated with said item, the processor further mapping each of said plurality of items with at least one lexicon term and said extracted data is analyzed to identify a match between said plurality of items and lexicon terms and said lexicon terms are represented as a network of a plurality of nodes and each node represents a lexicon term, which includes at least one of a parent node to which said lexicon term is subordinate and a child node to which said lexicon term is superordinate, the processor further mapping each of said plurality of items with at least one lexicon term based on an associated synonym, wherein said extracted data is analyzed to identify a match between said plurality of items and synonyms of said lexicon terms, wherein said lexicon terms are represented as said network of said plurality of nodes and each node of said plurality of nodes represents said lexicon term, said associated synonyms corresponding with at least one lexicon term identified at each node of said plurality of nodes; and an electronic display for presenting said source data utilizing said processor configured to present a first group of said items based on said extracted data of said items in at least one of tabular view and geospatial view and said first group of said items represent items having at least one common characteristic of said extracted data, and present a second group of said items and said second group of items represent said items mapped to a first matching lexicon terms of said plurality of lexicon terms in at least one of said tabular view and said geospatial view. 23. The system for analyzing items using lexical analysis and filtering process system of claim 13 , wherein said tabular view and geospatial view are concurrently presented by said processor for viewing on said electronic display.