1. Sentiment Labelled Sentences: The dataset contains sentences labelled with positive or negative sentiment.
2. Twenty Newsgroups: This data set consists of 20000 messages taken from 20 newsgroups.
3. NSF Research Award Abstracts 1990-2003: This data set consists of (a) 129,000 abstracts describing NSF awards for basic research, (b) bag-of-word data files extracted from the abstracts, (c) a list of words used for indexing the bag-of-word
4. Reuters-21578 Text Categorization Collection: This is a collection of documents that appeared on Reuters newswire in 1987. The documents were assembled and indexed with categories.
5. Bag of Words: This data set contains five text collections in the form of bags-of-words.