Detection of dangerous pyrotechnic articles using AI-powered data analysis

While popular for entertainment, pyrotechnic articles can pose safety risks such as injuries, fires, and environmental damage. Illegal or faulty products are often difficult to detect, especially at large events. This study uses AI-based analysis of Amazon product reviews to identify potential hazards. By applying NLP techniques, the system detects issues like malfunctions or unsafe use, helping to flag dangerous products early and support public safety efforts.