8. A program storage device readable by machine, tangibly embodying a program of instructions executable by the machine to perform a method of analyzing at least one database having non-text data in data fields and text in text fields, said method comprising: selecting a subset of said database based upon a database query, wherein said subset includes a plurality of data fields and a plurality of associated text fields; generating a dictionary comprising terms from said associated text fields; generating, by said computing device for each term in said dictionary, a probability that each term in said dictionary is independent of said subset; calculating and sorting in order from highest to lowest, a dependency of low-probability terms in said dictionary to said database query terms, wherein said low probability terms have a probability value less than a predetermined maximum probability; plurality of associated text fields that include high-dependency terms from said sorting in order from highest to lowest; and outputting, by said computing device, said representative text descriptions that explain an event that was the basis for said database query.
8. A program storage device readable by machine, tangibly embodying a program of instructions executable by the machine to perform a method of analyzing at least one database having non-text data in data fields and text in text fields, said method comprising: selecting a subset of said database based upon a database query, wherein said subset includes a plurality of data fields and a plurality of associated text fields; generating a dictionary comprising terms from said associated text fields; generating, by said computing device for each term in said dictionary, a probability that each term in said dictionary is independent of said subset; calculating and sorting in order from highest to lowest, a dependency of low-probability terms in said dictionary to said database query terms, wherein said low probability terms have a probability value less than a predetermined maximum probability; plurality of associated text fields that include high-dependency terms from said sorting in order from highest to lowest; and outputting, by said computing device, said representative text descriptions that explain an event that was the basis for said database query. 13. The method in claim 8 , wherein said analyzing of said dictionary comprises a statistical analysis that determines the independence between said criteria and said terms.