Projects
Data visualization, psychometrics, and computational research.
Concussion Media Alarm Tracker
12-year timeline of concussion media alarm (2014–2026). 59K articles from Event Registry, GPT-5.4 nano alarm ratings, 3D UMAP topic clouds with playable timeline.
NBA Sentiment Tracker
Real-time 3D UMAP topic clouds, time series sentiment analysis, and psychometric modeling of media narratives across 10 AI raters.
Emo-FilM Visual Clusters
3D UMAP of multimodal (image + transcript) embeddings for 674 short film scenes. Features hover-to-play GIFs and audio, plus emotion-based coloring.
Think-Aloud Protocol Analysis
Interactive 3D visualization of 800 think-aloud transcripts, clustered with UMAP and HDBSCAN. Features contrastively-generated topic labels from multiple LLMs.
Multimodal UMAP — Self-Disclosure
3D UMAP visualization of multimodal data colored by self-disclosure dimensions.
Cross-Cultural Dance Visual Framing
1,014 dance news photographs from 40 countries, embedded with DINOv3 and rated by GPT-5.4-nano. Explores how cultural dimensions shape the visual representation of dance in global media. Three views: UMAP cloud, world map, and histogram.