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We examined some small text collections in 1., such as the speeches known as the US Presidential Inaugural Addresses.
This particular corpus actually contains dozens of individual texts — one per address — but for convenience we glued them end-to-end and treated them as a single text. also used various pre-defined texts that we accessed by typing This program displays three statistics for each text: average word length, average sentence length, and the number of times each vocabulary item appears in the text on average (our lexical diversity score).
Similarly, we can specify the words or sentences we want in terms of files or categories.
It is important to consider less formal language as well.
NLTK's small collection of web text includes content from a Firefox discussion forum, conversations overheard in New York, the movie script of There is also a corpus of instant messaging chat sessions, originally collected by the Naval Postgraduate School for research on automatic detection of Internet predators.
Some languages have no established writing system, or are endangered.
(See 7 for suggestions on how to locate language resources.) We have seen a variety of corpus structures so far; these are summarized in 1.3.
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.