IA idea · Geometry, trigonometry & Voronoi diagrams
Who lives furthest from a supermarket? Food access with Voronoi diagrams
Research question
Using a Voronoi diagram of supermarkets in [my city], which areas are more than 1 km from the nearest supermarket, and how many residents live there?
Adapt it: change the place, the data or the comparison until the question is yours.
Why it makes a good exploration
Areas with poor access to fresh food affect health. Voronoi diagrams make it easy to see which supermarket serves which area — and where gaps are — turning geometry into a social question.
The mathematics you'll need
- Voronoi construction and vertices
- Distance from a point to its site
- Largest empty circle
- Estimating population in regions from census data
Course labels show where a technique sits; using maths from outside your course is fine if you explain it clearly and say it is new to you.
Where the data comes from
Supermarket locations from OpenStreetMap; population by area from your national statistics office.
- OpenStreetMap — Free map with exact coordinates of schools, hospitals, shops and stations; export or read off coordinates.
- Office for National Statistics (UK) — UK population, earnings, inflation, births and deaths time series.
- GeoGebra — Free geometry and graphing software — Voronoi diagrams, loci and regression built in.
Cite every source in a footnote where you use it and in your bibliography. Check the licence of any dataset you download.
A possible outline
- Define “supermarket” clearly (size, brands).
- Build the diagram and find poorly served areas.
- Estimate the population affected.
- Propose a new site and quantify the improvement.
- Reflect on car ownership, public transport and online delivery.
Pitfalls that cost marks
- Inconsistent definition of which shops count.
- Ignoring barriers such as rivers and motorways.
- Population estimates without sources.
Showing personal engagement
- Use your own neighbourhood.
- Walk the longest route and time it.
- Compare two neighbourhoods with different incomes.
See Criterion C: personal engagement for what examiners look for.
Taking it further
Use walking time along streets rather than straight-line distance for a few key areas and compare.
Turn this idea into your IA
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