Abstract Conventional genome mapping-based approaches systematically overlook genetic variation, particularly in regions that substantially differ from the reference. To explore this hidden variation, here we examine unmapped and poorly mapped reads from the genomes of 640 human individuals from South Asian populations in the 1000 Genomes Project and the Simons Genome Diversity Project.