This document discusses analyzing email communication networks in open source software projects to study their social structure. The authors extracted email aliases from the Apache mailing lists and built a social network graph of participants based on reply relationships between emails. They analyzed metrics like in-degree, out-degree, and betweenness centrality, finding that core developers tend to have higher values. Communication activity, like betweenness, correlated with development contributions to source code files.