This simply means a beautiful young single lady with a fair or light skin. But since now-a-days that seems to be a racist insinuation the meaning shifted to simply imply a lady with good characteristic and qualities.
Fair Maiden. From an old folk song.."...never fades the glory hark the fair maiden humming the story of love..."
by manongonyong April 12, 2015