Heatmaps offer a compelling technique to visualize data in a easy-to-understand format. Essentially , they use color to indicate the magnitude of a variable across a surface . Think a diagram where heatmap various shades correspond to different quantities of something . This permits immediate identification of correlations that might be challenging