An intelligent, user friendly and powerful toolkit has been designed and implemented in MATLAB to enable statistical analysis on IRIS data. This toolkit provides a catalogue of analysed IRIS data and statistical analysis in automated and efficient manner. The end results are histograms, tables and plots that are generated automatically from the output of the statistical analysis. Although this toolkit is written for IRIS data, it can easily be adopted for any other data sets. The only necessary modification is to implement a different set of rules that provides the catalogue. For any large data set; it is of vital importance to have such an advanced software to exploit the data fully.