Jiminy cricket, what a unique project!
How have you defined 'dirtiness'? Is there an established measurement device or definition?
I'm not sure that your research question is all that conducive to inferential statistics - what proportion of overall dirtiness would cigarette butts need to comprise to be the 'main' reason, after all? :O