We built a framework for analyzing the contents of large social
networks, based on the approximate counting technique developed
by Gonen and Shavitt. Our toolbox was used on data from a large
forum---\texttt{boards.ie}---the
most prominent community website in Ireland.
For the purpose of this experiment, we were granted access to 10 years of
forum data. This is the first time the approximate counting
technique is tested on
real-world, social network data