Undergraduate Economics Research Assistant · 2025

Industry Power Shifts

A WebGL-powered 3D clustering analysis of union decline, domestic shareholder dividends, and taxes paid across industries over time.

Python Pandas Scikit-learn K-Means Three.js Time Series WebGL
Explore the plot

Interactive Plot

3D K-Means industry clusters over time.

Project Writeup

Industry Power Shifts: Union Decline, Dividends, and Taxes.

Open original .docx file