/amazon_reviews_doc2vec

Primary LanguageJupyter Notebook

Quick Tutorial of the Application of Doc2Vec on Amazon Reviews

Objectives:

  1. Utilize Doc2Vec as a means to summarize raw text data as a method of dim. reduction
  2. Plot the data in a number of ways to visualize the document space
  3. Cluster the documents through various methods

Next Steps:

  • Clean the text as a means of improving clustering
  • Develop labels for the clusters through topic modelling
  • Implement new clustering algorithms

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