Rubbing alcohol will do the job nicely, though.
As Homemakers Daily suggests, just dab a bit of isopropyl alcohol on a cotton ball or soft cloth.
Its justone more reasonrubbing alcohol makes a great addition to your cleaning cabinet.
How to Clean Candles| Homemakers Daily