Projects
Work
Projects
Applied research, teaching tools, and data storytelling experiments. Each project is built around a real methodological question.
Data Storytelling · Teaching Module
Hip-Hop Database
A fully documented dataset of 138 hip-hop artists scored across five lyricism dimensions, enriched with Billboard chart data, award counts, career metrics, and a custom atomic weight formula. Built to teach measurement validity, sampling bias, composite scoring, and uncertainty communication — using a subject matter executives actually argue about. Includes an interactive periodic table and a multi-tab analytical dashboard.
More projects coming soon.