Let's say I have n binary variables, and I want to compare them with n^2/2-n chi-square tests. As a result, I can get for each interaction an odds ratio (OR) and p-value. These can be shown like two separate nxn matrices (one for OR and one for p-value), but I would like to show them on a single informative plot.
A similar idea would be a corrplot in R, but size would be comparable to OR, and p-value to color.
Is there any known package in R or Python that can plot something like this?