Oxford English Corpus contains over 2 billion words from various texts. Brown Corpus from 1960s showed similar but not identical findings. First 25 words make up about one-third of all printed English
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Data preprocessing transforms raw text into machine learning-understandable format. Twitter Customer Support dataset used for demonstration. Bag of words created to store word frequencies without order
Anaphora is repeating words or phrases at the beginning of sentences. Term comes from Greek "anafora" meaning "to bring back". Used in religious devotionals like biblical psalms. Resurged in Elizabethan and Romantic periods
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