It is 60 miles off the coast of Belize in Belize in North America.
Undersea explorer Jacques Cousteau was the person who made the blue whole famous in 1971 by putting the blue hole in 1 of the top ten best diving places in the world.
The blue hole had started off as limestone cave in the last ice age.