Sumit Joshi et al. 2025. A Streamlit-Based Web App for Real-Time Sentiment Analysis and Visualization. Fringe Multi-Engineering Proceedings(FMEP, ISSN: 3107-6149) . 1, 1 (Mar. 2025), 15–22. DOI:https://doi.org/10.69996/fmep.2025003.