Clustering Antarctic Penguin Species

Help researchers identify penguin species in Antarctica using morphological measurements. The dataset penguins.csv contains five features: culmen length, culmen depth, flipper length, body mass, and sex—but species information is missing.

Your task is to apply clustering techniques to uncover natural groupings in the data that correspond to the three known species: Adélie, Chinstrap, and Gentoo.