Projects

Independent work at the intersection of data, law, and applied research

Data Storytelling

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.

R · Quarto · Excel 139 artists · 6 eras


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Note

All datasets, code, and methodology documents for completed projects are available on GitHub.