The Web is a huge virtual space where to express and share individual opinions, influencing any aspect of life, with implications for marketing and communication alike. Social Media are already an important marketing arena. This paper describes, on one hand, the characteristics of Sentiment Analysis and, on the other hand, the results of its application to an empirical research on the city of B...