Use case
Choose where to live: compare neighborhoods first
You're shortlisting neighborhoods before viewings. Score them on walkable streets, transit and the places you use, ask your country's own questions about rent and who lives there, and see what's within a 15-minute walk of a flat.
The job, step by step
Score walkable, well-connected neighborhoods
Score
Weigh pedestrian streets, transit stops and the places you use, such as cafés, grocery stores or gyms. Every hex is scored 0–100, and Find Standouts outlines the top groups of hexes and names them by neighborhood.
Ask your country's own questions
Question Library
The library adds questions only some censuses can answer: where rent is lower and transit dense in Germany, where students find cheap rent in the United Kingdom, how income compares with rent in the United States.
Check the food and shops
Variety
See how mixed the restaurants are in each hex, or how evenly a set of kinds of place is spread.
Walk it from the flat
Territory · catchment
Drop a pin on the address and draw a 15-minute walking catchment. Its dashboard lists the places, residents and buildings inside.
Send the shortlist
Copy link
Copy link reopens the same city, factors and weights for a partner or flatmate, who can change them and watch the map move.
Try it on a real map
Each button opens the example in the map app, ready to change.
Real answers, with sources
Questions like these, already answered for real cities. Each answer names its source and census year, says what it cannot show, and opens on the live map.
Berlin · Score map
Where in Berlin is rent lower and transit dense?
Top Standout: Marzahn
Read the answerNew York City · Amount map
Where does rent take 30% or more of household income in New York City?
Top Standout: Staten Island (south-west)
Read the answerLondon · Score map
Which parts of London have the densest walkable streets and transit?
Top Standout: Bank
Read the answerMelbourne · Score map
Where does Melbourne combine dense housing with walkable streets?
Top Standout: South Yarra
Read the answerFrom neighborhood to front door
The Score finds the neighborhoods; a walking catchment checks one flat. Draw it from the address and the dashboard shows what is really within reach on foot: how many places, of which kinds, and how built up the streets are.
What this can't tell you
- No listings, asking prices or crime data.
- Rent and income appear only where the country's census publishes them, for one census year.
- Each figure is an estimate for its hex, not for a single building.
Frequently asked questions
Can MapBees tell me whether a neighborhood is safe?
No. There is no crime data in MapBees.
Does it show rents?
Where the census publishes them: rent per square meter in Germany, for example, and rent against income in the United States. Not every country's census does.
Can I compare two neighborhoods side by side?
Yes. Draw both as areas in Territory and read their dashboards side by side, or see where each sits on the same Score map.
Is it free to use?
The map app runs in your browser on the Free Tier.
Keep reading
Within a 10-minute walk: what you can reach, explained simply
An ATM two streets away is still your ATM. 'Within a 10-minute walk' counts the hexes you can reach on foot within 10 minutes, along streets and paths - full weight under 3.5 min, 70% to 7 min, 40% to 10 min - so the map shows what you can actually reach. ATMs in London, hex by hex and then by walk.
Read the guideHow mixed: the Simpson diversity index, explained simply
Forty restaurants that are all Italian and forty split across six cuisines are the same forty on a plain count. 'How mixed' (the Simpson index) tells them apart. Here it is, worked through with Italian, Indian, Chinese, Thai, Mexican and Lebanese restaurants in London.
Read the guideMeet Scout Bee (a map you can just talk to)
Type what you're actually trying to do - "a coffee shop somewhere busy in Houston" - and Scout Bee sets up the map, shows you exactly what it changed, keeps your own changes, and lets you undo it. Here is everything it can do, using Houston throughout.
Read the guideAbout the author
Tinkal Gogoi(LinkedIn profile, opens in a new tab)Founder & Location Data Engineer
Builds MapBees's location-intelligence pipeline end to end — census and Overture Maps ingestion, H3 hex scoring, and the map interface — and writes the methodology behind every number on the site.
