This document discusses augmenting open government data with social media data. It presents a research agenda to integrate open government data and social media data. The agenda involves understanding both data sources, integrating them based on common elements, and using a proof of concept involving UK election data from 2010 to demonstrate objective and subjective views as well as an integrated view. The goal is to provide infrastructure to better exploit the potential of open data and social media data.