Projects
Independent work at the intersection of data, law, and applied research
The Hip-Hop Periodic Table
A multidimensional dataset of 139 hip-hop artists scored across five independently defined lyricism dimensions with documented confidence flags, a formal data dictionary, and a source bibliography. Built as a teaching artifact for professional/executive education in measurement design and data storytelling.
Mean Age Ain’t Nothing but a Number
Although age is used as a bright line threshold for designating someone a juvenile or an adult, no one wakes up on their 18th birthday as a mature adult. Plus, we all develop at different rates from each other, This project explores within person changes through emerging adulthood on constructs related to risky or illegal behavior.
The Art of Storytelling (Pt. 1)
Audiences learn best when complicated findings are framed with narrative, evoke emotion, and presented visually for ease of understanding and remembering. This project illustrates infusing storytelling with court data.
All datasets, code, and methodology documents for completed projects are available on GitHub.