Rhoticity is all about the after-vowel R sound. Jim Johnson explores the tendency towards rhoticity in the US and non-rhotic accents in England - though both have exceptions and had even more in the past!
You can hear samples of American dialects and various dialects of England on each accent's page on the AccentHelp website.