Kohonen's algorithm is a computational data analysis method. Social E-commerce mining requires human data analysts and automated software programs to sift through massive amounts of raw social media data. Social commerce networks using user frequent pattern mining. This paper focused on discern patterns and trends relating to social media usage based on self-organizing map SOM algorithm for analysis of social media networks and websites to get user access patterns characteristics.