The Web Ecology Project is an interdisciplinary research group based in Boston, Massachusetts focusing on using large scale data mining to analyze the system-wide flows of culture and community online. In addition to the task of understanding culture on the web through quantitative research and rigorous experimentation, we are attempting to build a science around community management and social media. To that end, we are building tools and conducting research that enable planners to launch data-driven campaigns backed by network science.