The song concerns a member of a clan of Scottish giants, one of whom, the Johnnie of the title, goes to visit London and falls in love with the king's daughter.
The song is about a Scottish giant clan member, specifically Johnnie, who goes to London and develops romantic feelings for the monarch's offspring.