Scatterplot matrix design was invented by J. A. Hartigan. A single scatter plot displays the correlation between a pair of variables. Given a set of n variables, there are n-choose-2 pairs of variables, and thus the same numbers of scatter plots. These scatter plots can be organized into a matrix, making it easy to look at all pairwise correlations in one place.