Madonna obviously, I wasn't even alive but her reign from 1984-1992 is bigger than any other female popstar ever. I mean she still holds audience records from 1987 in some countries

and The Immaculate Collection still being the best selling solo greatest hits album of all time kind of says it all. After that it's Whitney, Mariah/Celine then Gaga/Britney