About Walkable Map

A data-driven visualization of the 15-minute city concept — exploring pedestrian accessibility to everyday amenities in urban neighborhoods.

The 15-minute city concept, pioneered by urban planner Carlos Moreno, recognizes that walkable neighborhoods with diverse amenities improve quality of life, reduce car dependency, and foster stronger communities. Walkable Map provides transparent, data-driven insights to help residents, planners, and policymakers understand urban accessibility and identify areas for improvement.

What You See on the Map

What You See on the Map: Colored heatmaps show the Walkability Index for selected categories across different urban functions. The index reflects how well your neighborhood serves your daily needs within a 15-minute walk or bike ride.

  • Zoom and pan to explore neighborhoods and compare areas.
  • Select different categories or functions to see accessibility variations.
  • POI markers show actual locations of amenities (shops, schools, parks, etc.).
  • Six main functions covered: Living, Education, Healthcare, Working, Commerce, Entertainment.

How It Works

The city is divided into fine-grained hexagonal grid cells (approximately 100 meters in diameter). For each cell, we calculate isochrones — zones reachable within 15 minutes by foot or bicycle — and count how many amenities exist in those zones.

The Walkability Index measures both availability of amenities (using logarithmic scaling to account for diminishing returns) and diversity of categories. Learn more about the calculation method in our detailed methodology guide.

Note: Walking times are calculated via routing APIs and may not reflect real conditions. Index is calculated only for residential areas.

Data & Infrastructure

Walkable Map relies on open-source data and services:

  • POI Data: OpenStreetMap community contributions.
  • Mapping: CARTO tiles and OpenStreetMap.
  • Routing: HeiGIT OpenRouteService API for isochrone generation.
  • Visualization: Open-source web technologies.

Get in Touch

Have feedback, found a bug, or want to collaborate? We'd love to hear from you.

  • Email: mail@avdeev.me
  • Share ideas and report issues directly.
  • Follow the project for updates and new cities.