Data analysis tool for analyzing data stored in multiple text files

A system for organizing data in multiple text data files and for automatically parsing data directly into named variables within a single, user-configurable graphical user interface (GUI) or workspace. Results organization, analysis algorithms, and file viewing all take place from within the workspace. No apriori knowledge of the dimensionality or length of data is required. Results may readily be placed into reports. Multiple data files may be processed using batch commands. Metafile capability is provided wherein data within a first level file may be the name of another data file allowing cascaded processing of data files. This unification of a user-configurable workspace, an integrated file viewing method and a parsing method minimizes distraction to a researcher allowing him or her to focus on analysis of experimental data rather than on the mechanics of data processing. The system of methods interacts with third party data analysis application software packages.