Data, Transit, Finance
I'm a public-sector professional helping build out the massive transit expansion in Los Angeles.
These are a few of my personal projects exploring data visualization, transportation, finance, and more.
Maps & data
Metro Mapper (opens metromapper.net in a new tab)
A station identification game for transit networks.
U.S. Transit Fares
Most U.S. rail fares have risen more slowly than prices overall since 2010. See which agencies raised theirs the most, and which haven't.
Traffic Violence Dashboard
Every person we can find killed walking or riding in Southern California since 2020: counted, mapped, and named where we can. Riders' stories draw on BikinginLA's reporting.
LA Bus Lanes
Where LA's bus lanes are today and where more are planned, plus roads with 3+ lanes each way.
Census Mobility Map
Bike lanes, rail transit, and census demographics on one interactive map.
SoCal Hard Tech Map
Southern California's hard tech companies, poster by poster from Apr 2024 to May 2026: launch, satellites, defense, energy and more, from El Segundo to San Diego.
Adams Blvd Development Tracker
Every building project on W Adams Blvd from Fairfax to Crenshaw since 2015, in 3D: what was proposed, approved, built, and what is going up now.
