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Data Scientist by way of Music and Materials Science & Engineering.

Using NLTK and GPT-2 to analyze and generate The Beatles lyrics

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  • Data Collection: Scraping data from

Analyzing the Vegan conversation on Twitter using NLP and Topic Modeling

Photo by Matthias Zomer of
  • Scraping Tweets with the Twitter API and snscrape
  • NLP: NLTK, Count Vectorizing, Tokenizing, and Stemming
  • Topic Modeling: LDA and NMF
  • Visualizations: t-SNE and Seaborn

Experimenting with various classifier models and a deeper dive into XG Boost

Photo by Karolina Grabowska of

Photo by Daria Shevtsova of Pexels

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