We developed this project for our DIGIT 210 class, Text Analysis, in Spring of 2024. This project primarily focuses on Python, XQuery, Regex, and HTML/CSS concepts to study and analyze large amounts of textualized data. We chose to study Olivia Rodrigo's music, as well as other artists, to compare the likelinesss of words and commonalities. Our visualizations curated from this data provide a "bigger-picture" to these artists' similarities and differences. Our conclusions found that Olivia's music largely focuses on realtionships and love as compared to the other artists: Taylor Swift, Sabrina Carpenter, and Billie Ellish.