Specifically, my role was the programmatic interaction of the scientific model with Twitter, including recognition of mentions of geographical entities, as well as preprocessing of geographically relevant metadata. Most importantly, I also developed a tool to tag the relevance of tweets to tourism, and a model to automate the recognition of tweets as being relevant or irrelevant to tourism, based on natural language processing.