I have applied it to the names in a population database. It learnt interesting, and expected structure. Visualized with UMAP it clustered by gender first, and t

I have applied it to the names in a population database. It learnt interesting, and expected structure. Visualized with UMAP it clustered by gender first, and then something that probably could be described as cultural origin of name.