The use of words, however, varies strongly across domains, as illustrated in Figure 1 for a product, a hotel, and a movie review.
sentiment analysis suffers from domain dependence (Wu et al., 2010), i.e., high effectiveness is often achieved only in the domain an approach has been specifically modeled for.