Projects

Interactive visualization accompanying the paper on nested economies of scale in global city built mass. Explores the nonlinear scaling relationships between urban populations and their built environments across 3,000+ cities.

Projected global urban land expansion through 2050. Based on the research published in Environmental Research Letters (2019), with data available on WRI Resource Watch.

Interactive web app for the paper on integrating building height and protection standards in global flood risk assessment. Visualizes 3D urban flood exposure across cities worldwide.

Interactive visualization of key results from the paper on the causal link between informal settlement demolition and urban cooling. Uses a difference-in-differences approach to unveil cooling effects of urban renewal.

A global-scale urban land expansion model that preserves Zipf's Law of urban sizes. Open-source tool for simulating realistic patterns of urban growth across different scenarios.

A data-driven dashboard tracking Tesla Cybercab safety performance using NHTSA Standing General Order crash data. Provides transparent, independent analysis of autonomous vehicle safety metrics including miles per incident (MPI) comparisons.

Visualizes how elite trading bots compete in Polymarket crypto prediction markets. Tracks the most profitable traders on Polymarket's 'Up or Down' markets for BTC, ETH, SOL, and XRP, showing their exact timing, positions, and P&L.

Congressional trading dashboard — track and analyze stock trades made by members of the U.S. Congress.