Colormaps, also known as heatmaps, are plots of two-dimensional matrices in which the numeric values are converted into a color at a particular scale. There are numerous various ways in which we can plot these in R; most graphics packages have some way of doing this. In this recipe, we'll use the base package's heatmap() function to visualize some matrices.