The code fetches data from a GitHub-hosted CSV file using PapaParse and visualizes the top 10 pollutants with the highest average values. The bar chart includes bars and displays pollutant names and average values, making it intuitive for users to interpret the data. Axes are clearly labeled, and the chart is styled for readability.