Presentation description

This study evaluated the impact of 2025 Super Bowl advertisements using X data, focusing on sentiment analysis and information diffusion rather than just metrics like view counts or likes. By analyzing consumer engagement, trending hashtags, and brand mentions, the research provided insights into how ads resonated with audiences. Data processing and visualization were conducted using Python and Tableau.