This constraint, in addition to the social media context, leads to a specific language rich of synthetic expressions that allow the users to express their ideas or what happens to them in a short but intense way.
the application of automatic sentiment classification approaches, in particular when dealing with noisy texts, is subjected to the presence of sufficiently manually annotated dataset to perform the training.