We will also compare tokens to dictionary coverage. We will look at stem gams, unigrams, bigrams, and trigrams. We will look at the behavior of each n-gram to dcoverage. Libraries for project: The tm package plays an important role in cleaning up the text file of filler words, punctuation, whitespace, fillerwords, and capital letters. The tokenization package helps produce the n-grams of words to carry out exploratory analysis.
The Rweka pakage is also used to produce the word grouping n-grams. The stringi is also important for assessing text and character length. The SnowBallC package is used to assess wording based on word root. We will also use wordcloud to produce visuals of different word grams. General SUmmary of each file: A summary of each of the text files including memory spaace and length of the document.
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