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Open Impact API

A draft idea for sharing anonymous, aggregated habit data openly. There is no live API today.

The Open Impact API is a proposal, not a product. The idea: if GoC5 ever collects habit data, aggregated and anonymous totals should be available to researchers, cities and community groups, in a format anyone can check.

Design goals

  • Aggregate only. No personal data, no individual logs, and a minimum group size before any total is published.
  • Methods included. Every figure carries the method version that produced it.
  • Plain JSON over HTTPS. Easy to use from a spreadsheet or a script.
  • Free for non-commercial use. With fair-use limits.

A sketch of what a response could look like

The example below is a made-up illustration of a schema. It is not real data and no endpoint exists.

{
  "period": "2026-W40",
  "scope": "example-neighbourhood",
  "habits_logged": { "clean_commute": 0, "plant_fuel": 0, "power_saver": 0, "circular_gear": 0, "rewild_earth": 0 },
  "method_version": "draft-0",
  "note": "illustrative schema only"
}

Open questions

  1. What minimum group size protects privacy?
  2. How should uncertain estimates be expressed?
  3. Who audits the method?

Tell us what you need

If you are a researcher, planner or developer who would use something like this, share your thoughts through the contact page. See also the Sustainability Report for how we handle estimates.