Topological analysis of text embeddings of biased text on Reddit. Created for a workshop in the IHCI 2023 conference, titled 'Medical Data Study: Exploring Text Embeddings through Machine Learning and Topological Data Analysis'. Joint work with Yash Singh and Colleen Farrelly.