MyGenre is a text-based application that generates recommendations based upon user
input. It leverages content from two domains: social media and movies. The application structure
calculates linguistic similarities among texts. It then compares word frequencies to classify
individual titles or users as a specific genre. Users can enter text and receive lexically similar
movies or Twitter accounts based upon cosine similarities of vector representations. Users can
also obtain wordclouds as a visual measure of word frequency.