To analyze sentiment in text, researchers have made different assumptions on linguistic behaviors that are leveraged with approaches developed based on the nature of the text, the representation of the related information and the objectives.
majority of the studies are conducted at the population-level which assumes that people follow a common understanding with regard to the use of language.