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As just mentioned, a text corpus is a large body of text.Many corpora are designed to contain a careful balance of material in one or more genres.This chapter continues to present programming concepts by example, in the context of a linguistic processing task.We will wait until later before exploring each Python construct systematically.



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).The simplest kind lacks any structure: it is just a collection of texts.Often, texts are grouped into categories that might correspond to genre, source, author, language, etc.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.

: Common Structures for Text Corpora: The simplest kind of corpus is a collection of isolated texts with no particular organization; some corpora are structured into categories like genre (Brown Corpus); some categorizations overlap, such as topic categories (Reuters Corpus); other corpora represent language use over time (Inaugural Address Corpus).



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