This document outlines tools for analyzing large scale social networks. It discusses motivations for analyzing big network data in parallel using tools like PEGASUS, Graphlab, and SNAP. As a case study, it analyzes networks of companies/funds and persons using these tools. Processing large networks that once took days can now be done more efficiently with the right parallel computing tools.