15. A system for identifying interesting characteristics within a collection of information, the system comprising: at least one processor operatively connected to a memory, the processor configured to execute system engines from the memory; an analysis engine configured to analyze one or more groups from the collection of information, wherein the analysis engine is further configured to determine automatically at least one identifying characteristic within a collection of information; a measurement engine configured determine a measurement of distinctiveness one or more groups from the collection of information based on a statistical distribution of the at least one identifying characteristic; a normalization engine configured to normalize the measurement of distinctiveness to account for a size of a group of the one or more groups and a size of at least one other group by determining an amount by which the measurement of distinctiveness exceeds a mean score for one or more groups of a similar or identical size; and an organization engine configured organize the one or more groups based on the measurement of distinctiveness.
15. A system for identifying interesting characteristics within a collection of information, the system comprising: at least one processor operatively connected to a memory, the processor configured to execute system engines from the memory; an analysis engine configured to analyze one or more groups from the collection of information, wherein the analysis engine is further configured to determine automatically at least one identifying characteristic within a collection of information; a measurement engine configured determine a measurement of distinctiveness one or more groups from the collection of information based on a statistical distribution of the at least one identifying characteristic; a normalization engine configured to normalize the measurement of distinctiveness to account for a size of a group of the one or more groups and a size of at least one other group by determining an amount by which the measurement of distinctiveness exceeds a mean score for one or more groups of a similar or identical size; and an organization engine configured organize the one or more groups based on the measurement of distinctiveness. 21. The system according to claim 15 , wherein the measurement engine is further configured to establish a measurement of the distinctiveness of at least one of: members of the one or more groups, identifying characteristics within the one or more groups, or one or more queries executed on the collection of information.