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MapBees supported data fields (cities, countries, and tool coverage)

Want one page that shows what MapBees actually supports? This guide lists supported countries and cities, the main data categories, and how scoring, bivariate, market share, and territory mapping use those fields.

Catalog overviewSEO source pageTool mapping

What MapBees data is supported?

MapBees supports location data for Germany, United States, France, Spain, United Kingdom, Netherlands, Switzerland, Australia, Canada, and Brazil. This page is the simple source of truth for what data is available and how it maps to each tool.

Today MapBees covers 154 cities with 14 POI category groups (1,327 specific place types), 14 building categories, 503 population and age fields, 497 affluence fields, and 9 accessibility signals.

Types of location data in MapBees

The same five filter sections you see in the app — with example field names from current coverage. For the complete listing, open the full data catalog index.

Building volume

14 subtypes · m3

Building category volume per map tile — useful for demand proxies and built-environment context.

AgriculturalCivicCommercialEducationEntertainmentIndustrialMedicalMilitaryOutbuildingReligiousResidentialRetailServiceTransportation

Points of interest

1,327 specific types · 14 category groups · 333 subgroups

Place categories for competition and demand — broad groups like Eat & drink roll up to many specific types such as Restaurant or Café.

  • Accommodation

    Bed And BreakfastCampgroundHostel
  • Active Life & Fitness

    PlaygroundSwimming InstructorDog Park
  • Arts & Entertainment

    Amusement ParkArcadePsychic Advising
  • Automotive

    Car WashEv Charging StationTruck Gas Station
  • Bars & Nightlife

    Cocktail BarWine BarBeer Bar
  • Beauty & Spa

    Nail SalonDay SpaMedical Spa
  • Eat & Drink

    SushiPizzaMexican
  • Education

    Elementary SchoolHigh SchoolPreschool
  • Financial Services

    AccountantBankFinancial Advising
  • Health & Medical

    Family PracticeFamily PracticeProfessional Services
  • Landmarks & Religion

    MonumentRoman Catholic Place Of WorshipPentecostal Place Of Worship
  • Professional Services

    Apartment AgentFamily PracticePediatrician
  • Public Services & Government

    Fire StationCourthousePolice Station
  • Retail & Shopping

    Convenience StoreDepartment StoreDiscount Store

Population & age

503 fields

Population and age data across 30 topic groups — age bands, households, totals, nationality, and more where available.

  • Households And Families

    Total householdsIn married-couple familiesIn married-couple families: 12 to 17 yearsIn married-couple families: 3 and 4 yearsIn married-couple families: 5 years
  • Age

    Aged 15 to 19Aged 20 to 24Aged 4 and underAged 85 and overAged 10 to 14
  • Marital status

    MarriedFemaleFemale: DivorcedFemale: Never marriedFemale: Now married
  • Hispanic or Latino Origin by Race

    Hispanic or LatinoHispanic or Latino: American Indian and Alaska Native aloneHispanic or Latino: Asian aloneHispanic or Latino: Black or African American aloneHispanic or Latino: Native Hawaiian and Other Pacific Islander alone
  • Religious affiliation

    BuddhistChristianHinduJewishOther religion
  • Nationality

    Foreign nationals shareForeign nationals share (18+)EU-27 countriesGermanyIn Ge Amt Bevoelkerung
  • Population Base

    Total populationTotalGerman citizens aged 18+ResidentsFemale
  • Visible minority

    ArabBlackChineseFilipinoJapanese
  • Urban and Rural

    Not defined for this fileRuralTotalUrban
  • Literate population by age (15+)

    Literate, aged 15 to 19Literate, aged 20 to 24Literate, aged 25 to 29Literate, aged 30 to 34Literate, aged 35 to 39

Affluence

497 fields

Housing and income data across 40 topic groups — rent, tenure, home values, vacancy, income, and living-space metrics.

  • Households And Families

    Family householdsFamily households: 2-person householdFamily households: 3-person householdFamily households: 4-person householdFamily households: 5-person household
  • Rent

    10.0 to 14.9 percent15.0 to 19.9 percent20.0 to 24.9 percent25.0 to 29.9 percent30.0 to 34.9 percent
  • Housing

    Total1 room2 rooms3 rooms4 rooms
  • Poverty

    Income in the past 12 months at or above poverty levelIncome in the past 12 months at or above poverty level: In family householdsIncome in the past 12 months at or above poverty level: In family households: In married couple familiesIncome in the past 12 months at or above poverty level: In family households: In married couple families: All relativesIncome in the past 12 months at or above poverty level: In family households: In married couple families: Non-relatives
  • Housing Value

    $1,000,000 to $1,499,999$1,500,000 to $1,999,999$10,000 to $14,999$100,000 to $124,999$125,000 to $149,999
  • Household income

    $10,000 to $14,999$100,000 to $124,999$125,000 to $149,999$15,000 to $19,999$150,000 to $199,999
  • Total household income (weekly)

    $10,000 to $14,999$100,000 and over$15,000 to $19,999$20,000 to $24,999$25,000 to $29,999
  • Apartment Structure

    Detached single-family houseDetached two-family houseIn Ge Amt WohnungenMulti-family house (13+ apartments)Multi-family house (3-6 apartments)
  • Occupation

    Art, culture, recreation and sport occupationsBusiness, finance and administration occupationsEducation, law and social, community and government servicesHealth occupationsLegislative and senior management occupations
  • Tenure and landlord type

    Owned outrightOwned with a mortgage or loanOther tenureRentedDwelling provided by the local government, First Nation or Indian band

Accessibility

9 signals

Transit and walkability plus mobility POI counts: parking, EV charging, bike-share, car rental, taxi stands, and fuel stations.

  • Transit stops — Nearby transit stop count in this hex.
  • Pedestrian street length — Meters of pedestrian-friendly streets in this hex.
  • Mixed-use score — Land-use mix proxy for activity diversity.
  • Parking facilities — Nearby parking-related POIs in this hex.
  • EV charging points — Nearby electric vehicle charging POIs in this hex.
  • Bike-share points — Nearby bike rental and bike parking POIs in this hex.
  • Car rental points — Nearby car rental and car-sharing POIs in this hex.
  • Taxi stands — Nearby taxi stand and taxi POIs in this hex.
  • Fuel stations — Nearby fuel and gas station POIs in this hex.

Demography topics in MapBees: Affluence, Age, Households, Nationality, Population.

Supported countries and city coverage

Germany (DE)

Demography source: Zensus 2022

22 cities available today.

Cities: Berlin, Bielefeld, Bochum, Bonn, Bremen, Cologne (Köln), Dortmund, Dresden, Duisburg, Düsseldorf, ...

United States (US)

Demography source: NHGIS 2020

35 cities available today.

Cities: New York City, Washington, D.C., Albuquerque, Austin, Baltimore, Boston, Charlotte, Chicago, Columbus, Dallas, ...

France (FR)

Demography source: Filosofi / IRIS public census datasets

10 cities available today.

Cities: Paris, Bordeaux, Lille, Lyon, Marseille, Montpellier, Nantes, Nice, Strasbourg, Toulouse

Spain (ES)

Demography source: INE Censo 2021

10 cities available today.

Cities: Madrid, Alicante (Alacant), Barcelona, Bilbao, Málaga, Murcia, Palma, Seville (Sevilla), Valencia (València), Zaragoza

United Kingdom (GB)

Demography source: ONS Census 2021

13 cities available today.

Cities: London, Birmingham, Bradford, Bristol, Cardiff (Caerdydd), Coventry, Leeds, Leicester, Liverpool, Manchester, ...

Netherlands (NL)

Demography source: CBS Vierkantstatistieken 100m

9 cities available today.

Cities: Amsterdam, Almere, Breda, Eindhoven, Groningen, Rotterdam, The Hague, Tilburg, Utrecht

Switzerland (CH)

Demography source: BFS STATPOP + GWS hectare grid

9 cities available today.

Cities: Bern, Zürich, Basel, Geneva, Lausanne, Lucerne, Lugano, St. Gallen, Winterthur

Australia (AU)

Demography source: ABS Census 2021

12 cities available today.

Cities: Sydney, Adelaide, Brisbane, Canberra, Darwin, Gold Coast, Hobart, Melbourne, Newcastle, Perth, ...

Canada (CA)

Demography source: StatCan Census 2021

17 cities available today.

Cities: Toronto, Brampton, Calgary, Edmonton, Halifax, Hamilton, Laval, London (Ontario), Markham, Mississauga, ...

Brazil (BR)

Demography source: IBGE Censo 2022

10 cities available today.

Cities: Sao Paulo, Rio de Janeiro, Belo Horizonte, Brasilia, Curitiba, Fortaleza, Manaus, Porto Alegre, Recife, Salvador

How detailed is the POI category list?

POI data is not a flat tag list. Categories are nested — broad groups like Retail or Eat & drink contain many specific place types. That is why one city can expose hundreds of selectable fields while staying easy to browse in the filter panel.

New York City (United States)

  • POI category groups: 14
  • POI subgroups: 167
  • Specific POI types: 689
  • Demography fields: 372

Berlin (Germany)

  • POI category groups: 14
  • POI subgroups: 139
  • Specific POI types: 499
  • Demography fields: 127

Paris (France)

  • POI category groups: 14
  • POI subgroups: 125
  • Specific POI types: 428
  • Demography fields: 47

London (United Kingdom)

  • POI category groups: 14
  • POI subgroups: 156
  • Specific POI types: 606
  • Demography fields: 143

Need the complete field-by-field listing? Open the full data catalog index.

Which tools use these fields?

Scoring

Combines selected POI, building, demographics, and accessibility fields with weight and Cluster/Gap direction controls.

Bivariate

Compares any two supported catalog variables side by side as a bivariate map.

Market Share

Uses selected demand lenses from the catalog side by side (population baseline plus selected fields).

Territory Mapping

Aggregates supported population, POI, building, and demographic metrics inside each area and overlap.

Explore by city, then open the app

For city-level pages and neighborhood guides, open /locations. To run scoring, bivariate, territory mapping, or market share with live controls, open /app.

This catalog is decision-support context built from public data. Use it to shortlist and compare areas quickly, then confirm final decisions with local checks.

Quick questions

Which countries does MapBees support?

MapBees supports Germany, United States, France, Spain, United Kingdom, Netherlands, Switzerland, Australia, Canada, and Brazil in its location catalog coverage — including major cities such as Berlin, New York City, Paris, Madrid, London, Amsterdam, Zürich, Sydney, Toronto, and São Paulo.

What types of data are available in MapBees?

MapBees supports POI place categories, building-volume categories, population and age fields, affluence metrics, and accessibility signals. Availability varies by city.

Can Market Share use different demand fields?

Yes. Market Share always includes a population baseline and can add selected demand lenses side by side, such as households, age, income-weighted demand, or building-related fields where available.

Can Bivariate compare any two supported variables?

Yes. Bivariate can compare two supported fields side by side, as long as both exist in the selected city.

Does Territory Mapping aggregate these same fields?

Yes. Territory Mapping aggregates supported population, POI, building, and demographic metrics inside each area and overlap zone.

See it on a real map

The best way to understand the score is to play with it. The full app is on a free tier, with no sales call.

About 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.