However, this is not appropriate for many applications because the same document or sentence can contain positive opinions towards specific aspects and negative ones towards other aspects.
a finer analysis can be conducted at the level of the aspects of the entities towards which opinions are expressed, identifying for each opinionated unit elements such as its target, polarity and the polar words used to qualify the target.