Book Chapters
- The tidy text format
- Sentiment analysis with tidy data
- Analyzing word and document frequency: tf-idf
- Relationships between words: n-grams and correlations
- Converting to and from non-tidy formats
- Topic modeling
- Case study: comparing Twitter archives
- Case study: mining NASA metadata
- Case study: analyzing usenet text