Graph backgrounds play a crucial role in data visualization, providing context and enhancing readability. They can illustrate trends, comparisons, and patterns effectively. A well-designed graph background minimizes distractions and highlights key data points, making information easier to digest and understand. Choose colors and textures that complement your data for optimal clarity.