September 2023
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This project, led by a team of B.Tech students from Parul University, utilizes natural language processing (NLP) techniques like sentiment analysis, Support Vector Machine (SVM) for classification, and Gradio for creating a user interface. The system aims to monitor and analyze public sentiment toward the COVID-19 vaccine using Twitter data. By classifying tweets into categories like vaccine effectiveness, safety, and vaccination experience, the project offers valuable insights into public opinion, which can inform public health policies and communication strategies. Technologies: NLP, Sentiment Analysis, Support Vector Machine (SVM), Gradio, Twitter API, Python, Jupyter Notebook, Pandas, Matplotlib Skills: Data Collection, Data Cleaning, Text Preprocessing, Machine Learning, Data Visualization, User Interface Design, Performance Evaluation, Data Analysis, Python Programming