Archaeological evidence of glass beads discovered in Vadnagar, north Gujarat, suggests that the town was connected to extensive trade networks spanning the Mediterranean, Middle East, and South and Southeast Asia during the first millennium AD. A recent study has uncovered evidence of Indo-Pacific bead production at the site.