I was fascinated as I skimmed over a publication detailing a network analysis of crystalline materials. ¹ It’s “Open Access”, meaning I don’t have to pay to read the text and figures. There was one figure that had neat data-driven graphics for two separate materials, one stacked on top of the other. I wondered what the graphics would look like for some of the other 22,600 materials considered by the study.