The aviation industry generates massive volumes of inflight event reports from cabin crew and pilots daily, containing critical safety information that often remains underutilized due to inadequate analytical frameworks 1 2. Modern data analytics tools—Excel, Python, and Power BI—when strategically implemented, can transform these reports into actionable safety intelligence that predicts trends and prevents incidents