Fig. 1

The principal component analysis (PCA) plot illustrates how various cattle breeds cluster based on their geographic locations. The first and second principal components explained 20.27% and 11.83% of the total variation, respectively. BSW-Brown Swiss; HAR-Hariana; HOL-Holstein Friesian; JER-Jersey; VRI-Vrindavani.