1. A method of analyzing and developing information comprising: (a) using one or more networks of machines to create consolidated representations of groups of data that change over time, comprising: associating the groups of data that change over time with fixed context information to create representations of the groups of data that change over time, the fixed context information comprising information about relationships between the groups of data that change over time, and a pace of change associated with information included within the groups of data that change over time, and the associating comprising embedding the fixed context information as symbols in descriptions of at least some of the groups of data that change over time, with the symbols for use in mapping differences in hierarchical relationships between the groups of data that change over time; and consolidating the representations having commonalities to form consolidated representations of the groups of data that change over time; (b) compressing the consolidated representations to form compressed representations; (c) using one or more networks of machines to create at least one data network structure, the at least one data network structure comprising a hierarchical architecture and having network components comprising at least one consolidated group of data that changes over time, at least one compressed representation of the consolidated data, or at least one consolidated representation, wherein the hierarchical architecture organizes and streamlines the context-driven representations of relationships between the points in the data network structure; (d) using one or more networks of machines to analyze the data network structure, further comprising using mathematical techniques to review the fixed context information associated with the network components to identify out of date data or assign new connections between data within the data network structure; (e) periodically reviewing the groups of data that change over time or the fixed context information associated with the groups of data that change over time; (f) creating new data or updating at least one of the data network structures, the network components, or the connections between the data in the data network structure based on results from the periodic review of the groups of data that change over time or the context information; and (g) storing the network information for retrieval by a plurality of users.