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Commuting and land use

Where people in the region live and work, how rail serves those links, and what housing costs near transit.

Where people work

Home-work links and ridership across the region.

  1. Where the region goes to work, and what Penn Station can carry

    FRA’s Phase I capacity finding set against Census home-work records for thirteen regional job centers.

    Data story · July 31, 2026

  2. Penn Station’s rail market: the ridership and commuting evidence

    LIRR ridership and recovery by station, NJ Transit boardings, recovery by operator, and where New York City’s outside workers live.

    Data story

Land and housing

What sits near stations, and what it costs to live there.

  1. The NYC rent reality check

    What one-, two-, and three-bedroom apartments rented for across the city in early 2026, mapped with subway routes and stations.

    Tool · October 1, 2026

  2. Unlocking Newark

    Surface parking and underused land near Newark’s rail stations, where direct service through Penn Station would add one-seat access.

    Tool

Working on transit, fares, or land use?

I take on records research, operating analysis, and visualization for campaigns, reporters, funders, and legal teams. Reporters can use the same form for interview requests.