Analyzing Information Flow within a Twitter (Ego-)Community
Exploring NLP methods to quantify and profile tweets and users in a twitter community based on their internal and external information flow.
nlp
Lexical Song Recommendation
A Web App (Python-Flask) that recommends you songs from pre-set playlists based on lyrical lexical qualities. Input a song you like or a block of text and I will recommend you a playlist, show you some fancy graphs, and let you automatically create a Spotify playlist!
Automatic Graph Generation across Philosophy Articles
A Natural Language Processing (NLP) approach to automatically detect connections through key entities and ideas across articles/documents. I analyzed a set of philosophy articles to see which Entities related them to each other and if this could guide our choice of reading.
Who is Holden Caulfield? A NLP Approach
A NLP Sentiment Analysis across chapters of a novel (The Catcher in the Rye) to capture patterns and trends as an enhancement to literary analysis. Used IBM's Bluemix and Watson APIs and wrote an essay on the pros/cons of this approach.