Using the #Lichess database Giordano de Marzo and Vito Servedio have explored a new #chess opening classification based on how often the openings appear in the same repertoire. The results are recently published on @Nature : https://www.nature.com/articles/s41598-023-31658-w
With #opendata we can do amazing things!