The goals of this project are (1) to understand how social interaction and social context can facilitate successful data analysis, (2) to develop models and tools for representing and annotating data transformations, visualizations, and social activity (e.g., textual and graphical annotations, discussions, links, tags), and (3) to design and test visual interfaces that leverage our tools to support collaborative analysis practices, including data entry, transformation, visualization, and interpretation.