Computational discovery and analysis of metaphors and analogies can reveal interesting patterns of language usage, such as attitudes. They can also potentially be utilized in computational creativity, e.g., in designing marketing slogans. A body of literature on computational exploration of language and its creative potential (by Tony Veale) is available http://afflatus.ucd.ie/article.do?action=view&articleId=16 .