Linguistic Analysis of Agency in Online Discussions about Postpartum

The research focuses on understanding the relationship between agency and the emotion score of being positive and negative, as well as the similarity score for the term depression within expressions related to postpartum on social media platforms, such as Reddit and Twitter. The research project is executed through a series of detailed and structured steps, including data scraping, preprocessing, and subsequent analysis with a range of tools and methods. The results of the project are presented through various graphs and accompanied by qualitative explanations. Overall, this research sheds light on the significance of utilizing data analytics in social media networks to determine the association between agentic language and emotion scores, providing valuable insights.