Computer software visualization tool using an associative memory base for storing, creating, managing, filtering and analyzing connections in data from a wide variety of sources, data bases and files and of multiple data types for pattern recognition, data mining, analysis and discovery of associated and linked entities and data points for use in government and commercial fields