This might be mostly about energy companies.
Here’s the source of Chart 4, and a description of the index used for “Commodity Stock”:
http://blog.gorozen.com/blog/commodity-and-natural-resource-equities-undervalued-versus-broad-market
https://us.spindices.com/indices/equity/sp-north-american-natural-resources-sector-index