High Quality Content by WIKIPEDIA articles! Greatest Hits is a greatest hits album by Shania Twain, released in 2004 (see 2004 in music). The album contains 17 hits (18 on the International album) from her three Diamond albums The Woman in Me, Come on Over and Up!. Also included are three new songs: "Party for Two" which hit the top ten at country in the U.S. and top ten in UK and Germany, the ballad "Don`t!" and "I Ain`t No Quitter".