Net.Create is an open source network analysis software tool that affords simultaneous data-entry and network analysis to help students collaboratively co-construct knowledge about a large corpus of data. In this interactive demo, we demonstrate how the tool uniquely supports collaboration at both the small and large group level in a big lecture format to facilitate discovery, discussion, and reading comprehension in an interactive and engaging way.