Whitney Houston has sold 42.7 million albums, singles and tracks in the USA since SoundScan began. Nielsen SoundScan data reveals that since 1991 Whitney Houston has sold 22.6 million albums in the USA, 14.7 physical singles and 5.4 million digital tracks. Five of her albums have sold over 1 million units. They are: The Bodyguard