Public Discourse Surrounding the 2025 California Wildfires: A Sentiment and Topic Analysis of High-Engagement YouTube Comments

Public Discourse Surrounding the 2025 California Wildfires: A Sentiment and Topic Analysis of High-Engagement YouTube Comments

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This study explores public discourse surrounding the January 2025 California wildfires by analyzing high-engagement YouTube comments.Leveraging sentiment analysis, misinformation detection, and topic modeling, this research identifies dominant emotional tones, harry potter magsafe case thematic patterns, and the prevalence of misinformation in discussions.The results show a predominantly neutral to positive sentiment, with notable emotional intensity in misinformation-related comments, which were rare but impactful.The thematic analysis highlights concerns about governance, environmental issues, and conspiracy theories, including water mismanagement and diversity-related critiques.These findings provide insights for crisis blackmores ache relief focus review communication, policymaking, and misinformation management during disasters, emphasizing the importance of aligning strategies with public concerns.