Clustering analysis of seismic data toolbox is created to facilitate the analysis of seismic data of Colombia's South West seismic catalog. We implemented this toolbox in Matlab 7.10 and user gets a graphical interface by executing archive clustering pattern recognition swc.m. This toolbox comprises 4 blocks: preprocessing, clustering tendency evaluation, clustering, and clustering validity.