We Americans think all Brits love their Queen, but we're wrong in that belief. Nevertheless, most do.
She has let it quietly be known she favors Brexit, by asking people to give her three reasons for remaining in the EU. See the story in The Sun (U.K.).
I expect her influence may be considerable, at the margins. We'll know day after tomorrow.
