DM
SF Muni Transit Architecture
Section 03 - Portfolio

Projects & Tools

Data-driven tools and research for housing policy and urban planning.

GP-01
Data Tool

The Housing Profile Dashboard

An online resource that provides data on housing supply, demand, and affordability at the county level. Built with Python and modern web technologies.

Python Data Visualization Housing
Access the Dashboard →
GP-02
Research Tool

Population Projection Tool

This tool uses CDC birth and mortality rates, along with ACS census data to predict population change at the county level over the next 20 years.

Demographics Python Census Data
Access the Tool →