Complex sentence: In 2003, a greatest hits compilation called "The Very Best of Sheryl Crow" was released which featured many of her hit singles, as well as some new tracks.
Split into simpler sentences: In 2003, a greatest hits compilation called "The Very Best of Sheryl Crow" was released. It featured many of her hit singles, as well as some new tracks.