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bngoctrna124

Ngoc Tran

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FINAL PROJECT: WHAT DOES REVIEW LENGTH REVEAL ABOUT VIEWER SENTIMENT?
This is my final project, aiming to explore how review length impacts impacts about-to-watch movie viewers views and expression. In my opinion, short reviews might be more practical with clearer and direct feedbacks, people tend to look for only short reviews and overlook reviews that are too long. However, long reviews seem to allow reviewers to express more thoughts with a more diverse vocabulary. My goal is to identify patterns that reveal two types of reviews: quick and deep impression in short reviews and meaningful insights in long reviews. In the end, the visualizations together reveal that long reviews tend to include more descriptive, emotion-rich, and nuanced language, while short reviews favor direct and emotional keywords.
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