According to this website:
http://www.flick.com/onomastikon/England-Firstnames/African-American/Arabic-Female.htm
Your name means "lucky". Just scroll down the page until you get to the name "Sadiya". "Sadia", apparently, is a variation of it.
-- Nanaea