Ever wonder where you would end up if you could tunnel directly down through the earth and out the other side? If you are in most of the United States, the answer is "water". Lots of it. Specifically, the Indian Ocean.
There is one state that is opposite a land mass. There is a second state that has a small area that is opposite part of another land mass.
You can find out more about it all - here.