UK Food Environment Index

Is your
neighbourhood
making you fat?

The food outlets around you shape what you eat more than willpower ever will. We mapped every rated food establishment in England using open government data to score your local food environment.

500k+ food establishments mapped
32,844 postcodes scored
0 data points sold

"Food deserts aren't about distance to a supermarket. They're about what surrounds you every day."

The score is built from three signals

01

Outlet composition

We pull every FSA-rated food business within 800m of your postcode and classify them: supermarkets, takeaways, fast food, cafés, restaurants, convenience stores. The ratio matters.

02

Hygiene baseline

Average hygiene scores across all local establishments act as a proxy for food quality standards. Areas dominated by low-rated outlets correlate with worse dietary outcomes.

03

Deprivation context

We overlay the ONS Index of Multiple Deprivation to show whether your food environment is a cause or a symptom and where the structural problems actually sit.

What the data already shows

Percentage
of takeaways per capita in the most deprived decile vs the least deprived
PostCode
Which postcodes score worst on outlet composition despite high population density
Percentage
of postcodes rated "poor" have no full-service supermarket within 800m

* Figures based on FSA data as of Q1 2025. Methodology is open source and peer-reviewable. Read the code →

Built in the open

This is an independent project built on entirely open data. No venture funding, no data harvesting, no agenda beyond making government data legible to the people it describes.

The scoring methodology is documented, debatable, and improvable. If you think the weights are wrong, open a pull request.

View source on GitHub →
Tech stack
  • FSA API establishment data
  • Postcodes.io geocoding
  • ONS deprivation index
  • Cloudflare Pages hosting
  • Vanilla JS no framework