Big Social Data and Modelling Frameworks

Social media is a platform that provides information about every aspect of a person’s life. By checking up on someone’s social media handle, users can learn about their emotions, feelings, and mood. As a result, in this work, researchers can analyze social media data and model people’s emotions and moods. There are two main parts in this framework. The first ensemble classifier scheme is a machine learning tool used to recognize emotional content in data uploaded by users to social media. The second method is a graph-based in which emotional topics are plotted on a graph against people’s emotions based on data obtained from a social media platform.