Heatmaps offer a compelling method to display information in a straightforward format. Basically, they use shading to indicate the intensity of a phenomenon across a area . Imagine a diagram where various shades correspond to different levels of an attribute . This enables immediate identification of patterns that might be difficult to notice in a