Chapters:

• Setup and Tools
  Get your local machine setup for text analysis.
• Tokenization
  Learn about splitting up a document into a set of tokens.
• Tokens in Documents
  Learn to analyze tokens in the context of the larger document they appear in.
• Document Metrics
  Here we start to dive into counts and other metrics that can be used to visualize a document.
• Comparing Documents
  With the metrics we have found, we can start comparing different documents.
• Tokens over Time
  We can visualize progression through a document as the same as progression through time, with interesting results.
• Clustering Documents
  Here we look at finding similar documents through clustering.