Jane,
What was the name of William Sparks wife dob etc, as there are so many Sparks it may be easier to find her, as in Scotland the maiden name is usually placed on grave stones. If I find one I will more likely than not find more.
Jean
p.s do you have them on the 1841 census? If so where were they?