IA idea · Geometry, trigonometry & Voronoi diagrams

Who lives furthest from a supermarket? Food access with Voronoi diagrams

AI SLAI HL Solid Also in: Health & biology, Statistics

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

  1. Define “supermarket” clearly (size, brands).
  2. Build the diagram and find poorly served areas.
  3. Estimate the population affected.
  4. Propose a new site and quantify the improvement.
  5. 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.

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