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Observe that average word length appears to be a general property of English, since it has a recurrent value of variable counts space characters.) By contrast average sentence length and lexical diversity appear to be characteristics of particular authors.

The previous example also showed how we can access the "raw" text of the book Although Project Gutenberg contains thousands of books, it represents established literature.

The first handful of words in each of these texts are the titles, which by convention are stored as upper case.

In 1, we looked at the Inaugural Address Corpus, but treated it as a single text.

For the moment, you can ignore the details and just concentrate on the output.

The Reuters Corpus contains 10,788 news documents totaling 1.3 million words.

Sometimes these categories overlap, notably in the case of topical categories as a text can be relevant to more than one topic.

Many corpora are designed to contain a careful balance of material in one or more genres.Unfortunately, for many languages, substantial corpora are not yet available.Often there is insufficient government or industrial support for developing language resources, and individual efforts are piecemeal and hard to discover or re-use.The corpus contains over 10,000 posts, anonymized by replacing usernames with generic names of the form "User NNN", and manually edited to remove any other identifying information.The corpus is organized into 15 files, where each file contains several hundred posts collected on a given date, for an age-specific chatroom (teens, 20s, 30s, 40s, plus a generic adults chatroom).

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