Next, we analyze the relationship between demographic characteristics (e.g., racial, ethnic, and socioeconomic variables) at the block level and emission density. This analysis enables us to evaluate exposure equity and identify disparities in traffic-related air pollution across different communities throughout the U.S. By using detailed spatial data and integrating community-level demographic information, we provide a comprehensive assessment of both exposure levels and the equity of exposure to near-roadway pollution.