Data Center Community Benefits

Background

What tangible community benefits are major data centers actually delivering, and how does that compare to what they promised?

This catalogs what operators have publicly committed to host communities — and what those commitments look like once a campus is running. That gap is leverage. A county negotiating its first data-center agreement can see the community funds, renewable microgrids, and water-recycling investments won elsewhere — and ask for them before zoning approval, not after.

It also serves the build. Capacity only goes up fast when host communities come out clearly ahead of the load on their grid and water. The deals that actually got built are the useful template, for both sides.

How It Works

I vibe-coded this: I described the pipeline to an AI agent, let it scaffold the scrapers and extraction logic, then iterated until I trusted the output. The stack is intentionally dull and serverless, so there's nothing to keep alive day to day:

• Data sources: public planning documents, PDF zoning applications, corporate sustainability reports, and local news, with NLP extraction pulling monetary commitments, infrastructure upgrades, and job promises out of the text.
• Backend: Python on GitHub Actions ingests and processes the documents; the result is static files on GitHub Pages. No server to keep alive.
• Comparison matrix: company by theme — jobs, energy, water, tax revenue, grants, and infrastructure — so commitments can be read across operators, not one press release at a time.
• Project explorer: individual campus commitments alongside the community response they drew.
• Ratepayer Protection Pledge tracker: which hyperscalers signed the March 4, 2026 pledge to pay for their own grid upgrades, and whether it's showing up project by project.

[View the Live Dashboard] | [View the Code]