1. A computer-based graphical user interface used to develop an executable data mining profile comprising: a main menu interface listing data mining object types and sub-objects of each type, said data mining object types comprising one or more from the group of: data, discretization, mining, name mapping, processing, results, sequence, statistics and taxonomy; a dynamic series of context sensitive GUI templates, the selection of subsequent context sensitive templates based on one or more inputs to one or more proceeding GUI templates, said GUI templates extracting data object mining parameters from a user for one of said data mining object types, said data mining sub-object created by traversal of said series of GUI templates; and a sequence container retaining one or more a sequence data mining objects linking selected ones of said created sub-objects to create an executable data mining profile, said executable data mining profile comprising sequences of settings that run consecutively, said settings including one or more of processing, mining, sequence or statistics.