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Facebook Research Application This is a Python-based Facebook application made to test the ability of support vector machines to predict the importance of a particular Facebook post to a given user. The application takes a user's previous posts, comments, etc. as well as that of their friends, trains a support vector machine with the retrieved data, and then predicts the importance of a new set of posts.