Understanding the psychology of color is crucial when creating data visualizations. Choosing a color scheme should reflect both the content and the audience's preferences, ensuring relevance and clarity. Limiting the number of colors used—ideally to five—helps prevent overwhelming viewers while still providing necessary context for the data presented.