The Port refers to Port Glasgow, a town in the west coast of Scotland.
People who aren't local tend to confuse Port Glasgow with
the city called Glasgow, so the Port works as a nickname to avoid this confusion.
Port Glasgow is
next to Greenock and smaller places like Kilmacolm and Langbank. It's home to the Port bird.