Corpus Statistics and
Mutual Information
Mainstream Media is a traditional reference for news entities capable of shaping and molding opinions of the general public. The writers capable of reaching out to a different level of audiences. The dissemination of knowledge covers a wide variety of platforms, including television, online, articles, social media, and more.
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The Limitless capabilities of communication allow news agencies, writers to maximize information delivery. Moreover, benefits potentially include a better-informed and engaged general public. However, the writer can express their feelings or utilizing statistics to avoid biases. The writer can analyze and write an article based on experience, observation, psychology, statistical reports, and feelings, and ideas.
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This article that is going to instigate whether the writer has change in his writing approached. Choosing two articles written by Russell Carlton for the year 2009 and the year 2018 in the website Baseball Prospectos was he rely heavily on statistics and the psychological side of the report.
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One of the main themes in NLP is text representation, which is fundamental and indispensable for text-based intelligent information processing. Generally, text representation word frequencies examining the relevance of key-words to documents in the corpus.
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The Two Articles
The two articles have a different flavor of the year, month, or day. The author is very focused on both topics.
The top 50 words very much are the summary of the story. Next is the value of each word frequency very much the same.
Base on two articles, the author changes his writing style base on the event and maintains the efficacy. Upon reading the top 50 words, the writer is has a few emotional peaks.
Overall, there aren't many differences between both articles' bigrams. However, there is a difference between corpora, denoting how Russell's writing style evolves from the one story to the next. In 2009 about the controversy on Blue Jay and Halladay. That Blue Jay walks away from the offer, and in the second article is the NBA norm game.
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