<ul><li>Building fires pose a persistent threat to life, property, and infrastructure.</li><li>A data-driven framework analyzes U.S. fire risks by integrating over one million fire incident reports with various datasets.</li><li>Vulnerable communities face higher fire risks due to socioeconomic disparities and outdated or vacant buildings.</li><li>Targeted interventions, such as mandating fire safety systems and providing subsidies, can enhance fire prevention and protect vulnerable groups.</li></ul>

From Occurrence to Consequence: A Comprehensive Data-driven Analysis of Building Fire Risk

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