Introduction: Human behavior is significantly influenced by emotions, with negative sentiments such as fear and anxiety driving various coping mechanisms, including cognitive behavioral therapy (CBT), ...
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This project analyzes Twitter sentiment regarding Indonesian protests that occurred in late August to early September, and examines their effect on the economy. twitter_sentiment_analysis/ ├── src/ │ ...
Have you ever wondered how businesses sift through mountains of customer feedback to uncover what truly matters? Imagine receiving hundreds, if not thousands, of ...
Abstract: Twitter is a platform where users may post texts known as "tweets." They may be examined to determine their implications and meanings. Among these techniques, sentiment analysis is perhaps ...
1 Department of Health Data Science and Biostatistics, University of Texas Southwestern Medical Center, Dallas, TX, United States 2 Department of Bioinformatics, University of Texas Southwestern ...
Abstract: Every day, people all over the world use social networking sites to express their thoughts on a broad range of issues. amongst the most well-known social networking sites is “Facebook” for ...
According to Miles Deutscher, Crypto Twitter (CT) should not be used for determining market direction, as it tends to simply reflect the current daily price action rather than predict future moves.
The analysis pipeline was implemented using Python’s Natural Language Toolkit, Gensim, and scikit-learn libraries, with hyperparameter tuning to maximize model performance. Results: Sentiment analysis ...