Human body segmentation project for CS 191, Senior research project.

Applied hierarchical and k-means clustering to voting data from 47 US states across 17 presidential elections (1912–1976). Identified three distinct political alignment clusters and evaluated consistency between clustering methods to uncover long-term regional voting patterns.