Embodiments relate to systems and methods for analyzing patterns and trends in online communities, and more particularly to organizing and analyzing data from community collaboration platforms and websites such as wikis, mailing lists, bug trackers, project management tools, and version control systems. At least one collaboration space can contain and store topics which can be submitted to and accessible by a plurality of users. The plurality of users can start new topics or add to existing topics within the at least one collaboration space. The at least one collaboration space can organize data within the topics according to various attributes of the data and the topics. The at least one collaboration space can send the organized data to a dashboard, which can create data organization aids to analyze the data.