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The complete field catalog

A searchable index of all 2,033 fields behind a MapBees score — what each one measures, which countries publish it, and how many cities actually carry it.

2,033 fields147 citiesSearchable index
ByTinkal Gogoi(LinkedIn profile, opens in a new tab)July 1, 2026Updated August 12, 20269 min read

What is in the catalog

MapBees scores neighbourhoods on a hexagon grid, and every score is built from named columns rather than a black box. This page lists all 2,033 of them: the same fields you tick in the app’s filter panel, the same keys the scoring API accepts. Each entry shows the countries it exists in and how many of those countries’ cities actually carry it.

2,033
Selectable fields

every column you can score, filter, or map

1,010
Specific place types

across 14 category families

1,000
Demographic fields

population, age, housing, and income

147
Cities

in 10 countries

Coverage today spans 147 cities across 10 countries. Place data comes from Overture Maps; the demographic and housing fields come from each country’s national census, so their field names differ by country — Germany publishes different income bands than Australia. That is why the counts below are not identical everywhere.

Want the short version with tool mapping instead of the full listing? Read supported location data fields.

Coverage by country

How many fields each country actually exposes, by category. Building volume, points of interest, and accessibility come from a single global source, so they are identical everywhere; population and affluence track whatever the national statistics office publishes at small-area resolution.

Number of selectable MapBees fields available in each country, by data category.
CountryCitiesBuildingPlacesPopulationAffluenceAccessTotal
United States US351483319018191,227
Germany DE221465840779798
Canada CA171458283419729
United Kingdom GB131463892439796
Australia AU121456042589683
Brazil BR101457232209647
France FR101445722209522
Spain ES101456520229630
Netherlands NL91448322199547
Switzerland CH91450639239591

Search the field index

The complete index follows, grouped the way the app groups it. Search by field name, by column key, or by category — filtering narrows the sections in place, and the resulting view is shareable as a link.

Showing all 2,033 fields.

Building volume

Built floor volume per hex, split by building category. Use it as a proxy for how much activity a block can physically hold.

14 fieldsmeasured in AU · BR · CA · CH · DE · ES · FR · GB · NL · US

14 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Agricultural147
  • Civic147
  • Commercial147
  • Education147
  • Entertainment147
  • Industrial147
  • Medical147
  • Military147
  • Outbuilding147
  • Religious147
  • Residential147
  • Retail147
  • Service147
  • Transportation147

Points of interest

Place categories used for competition and demand. Broad families roll up to specific types, so one hex can be scored on 'all restaurants' or on 'ramen restaurant' alone.

1,010 typesin 14 familiesmeasured in CountAU · BR · CA · CH · DE · ES · FR · GB · NL · US

Health & Medical271 typesAU · BR · CA · CH · DE · ES · FR · GB · NL · US

271 types. Each entry shows the field name followed by the number of cities it is available in.

  • Family Practice · Hospital132
  • Medical Service Organizations106
  • Professional Services97
  • Retail73
  • Laboratory Testing · Hospital65
  • Naturopathic Holistic65
  • Counseling And Mental Health64
  • Childrens Hospital · Specialty Hospital62
  • Internal Medicine46
  • Surgeon45
  • Pediatrician · Hospital44
  • Orthopedist41
  • Hospital · Medical Center39
  • Physical Therapy38
  • Obstetrician And Gynecologist · Hospital37
  • Eyewear And Optician36
  • Beauty And Spa32
  • Cardiologist31
  • Community Services Non Profits31
  • Eye Care Clinic30
  • Plastic Surgeon · Hospital30
  • Retirement Home · Hospital30
  • Surgical Center · Hospital28
  • Business To Business · Medical Center27
  • Ear Nose And Throat · Hospital26
  • Dermatologist25
  • Private Establishments And Corporates25
  • Surgical Appliances And Supplies24
  • Medical Research And Development23
  • Optometrist23
  • Pets23
  • Spas23
  • Podiatrist21
  • Womens Health Clinic · Hospital21
  • Neurologist20
  • Beauty Salon19
  • Travel19
  • Prenatal Perinatal Care18
  • Ambulance And Ems Services · Hospital17
  • Oncologist · Hospital17
  • Public Health Clinic · Medical Center17
  • Allergist16
  • Chiropractor16
  • Emergency Room · Hospital16
  • Endocrinologist16
  • Radiologist16
  • Education15
  • Pulmonologist15
  • Weight Loss Center15
  • Maternity Centers · Hospital14
  • Nurse Practitioner14
  • Pharmacy14
  • Public And Government Association · Hospital14
  • Public Service And Government14
  • Shopping · Hospital14
  • Urologist · Hospital14
  • College University13
  • Psychiatrist13
  • Psychologist13
  • Diagnostic Services12
  • Lawyer12
  • Nutritionist12
  • Osteopathic Physician12
  • Urgent Care Clinic · Hospital12
  • Acupuncture11
  • Active Life10
  • Anesthesiologist10
  • Business10
  • Gastroenterologist10
  • Real Estate10
  • Fast Food9
  • Health Department · Hospital9
  • Home Health Care9
  • Oral Surgeon · Dentist9
  • Sleep Specialist · Medical Center9
  • Audiologist · Hospital8
  • Speech Therapist · Hospital8
  • Topic Concert Venue8
  • Campus Building · Hospital7
  • Charity Organization · Hospital7
  • Community Health Center · Medical Center7
  • Disability Services And Support Organization7
  • Emergency Service · Medical Center7
  • Fashion Accessories Store7
  • Mass Media7
  • Occupational Medicine · Medical Center7
  • Occupational Safety · Hospital7
  • Orthodontist · Dentist7
  • Rheumatologist · Hospital7
  • Cancer Treatment Center · Medical Center6
  • Financial Service · Hospital6
  • Food Consultant6
  • Home Service6
  • Laboratory · Medical Center6
  • Medical School · Hospital6
  • Medical Supply6
  • Neuropathologist · Hospital6
  • Psychotherapist6
  • Abuse And Addiction Treatment · Hospital5
  • Dialysis Clinic · Hospital5
  • Fitness Trainer · Hospital5
  • General Dentistry · Dentist5
  • Legal Services5
  • Non Governmental Association5
  • Rehabilitation Center · Hospital5
  • Skin Care5
  • Teeth Whitening5
  • Adult Entertainment4
  • Cosmetic Dentist · Dentist4
  • Flowers And Gifts Shop · Hospital4
  • Insurance Agency · Hospital4
  • Landmark And Historical Building · Hospital4
  • Nephrologist · Hospital4
  • Pediatric Dentist4
  • Social Service Organizations4
  • Transportation4
  • Travel Services · Hospital4
  • Biotechnology Company3
  • Blood And Plasma Donation Center3
  • Central Government Office3
  • Community Center3
  • Fertility3
  • Life Coach3
  • Pet Services3
  • Prosthetics · Hospital3
  • Religious Organization3
  • School3
  • Shopping Center · Hospital3
  • Specialty School3
  • Sports Club And League3
  • Train Station · Dentist3
  • Veterinarian3
  • Vitamins And Supplements3
  • Abortion Clinic2
  • American2
  • Appraisal Services2
  • Architecture2
  • Arts And Entertainment2
  • Bank Credit Union2
  • Car Dealer2
  • Certification Agency · Medical Center2
  • Chinese2
  • Church Cathedral2
  • Contractor2
  • Cosmetic And Beauty Supplies2
  • Cottage2
  • Dentist2
  • Educational Services2
  • Employment Agencies2
  • Event Planning2
  • Gerontologist2
  • Gym2
  • Hair Replacement2
  • Health And Wellness Club · Medical Center2
  • Information Technology Company2
  • Massage · Hospital2
  • Medical Center · Dentist2
  • Medical Spa2
  • Mortgage Broker2
  • Occupational Therapy2
  • Organization · Medical Center2
  • Park2
  • Property Management2
  • Senior Citizen Services · Hospital2
  • Skilled Nursing · Medical Center2
  • Sporting Goods · Pharmacy2
  • Sports And Fitness Instruction2
  • Sports And Recreation Venue2
  • Trusts · Hospital2
  • Wellness Program · Personal Care Service2
  • Yoga Studio2
  • Advertising Agency1
  • Airport1
  • Armed Forces Branch1
  • Atms1
  • Attractions And Activities1
  • Automotive1
  • Banks1
  • Beach1
  • Beer Bar1
  • Breakfast And Brunch1
  • Broadcasting Media Production1
  • Buddhist Temple1
  • Business Advertising1
  • Business Management Services1
  • Butcher Shop1
  • Candy Store1
  • Chemical Plant1
  • Childrens Clothing Store1
  • Cinema1
  • Commercial Industrial1
  • Construction Services1
  • Corporate Office1
  • Desert · Dentist1
  • Desserts1
  • Educational Research Institute1
  • Electrician1
  • Endodontist1
  • Engineering Services1
  • Event Photography1
  • Farm1
  • Fashion1
  • Food Beverage Service Distribution1
  • Freight And Cargo Service1
  • Funeral Services And Cemeteries1
  • Furniture Store1
  • Gardener1
  • Government Services1
  • Graphic Designer1
  • Halfway House1
  • Health Food Store1
  • Heliports1
  • Hindu Temple1
  • Holding Companies1
  • Home Improvement Store1
  • Home Security1
  • Hospice1
  • Hypnosis Hypnotherapy1
  • Industrial Company1
  • Island · Hospital1
  • It Service And Computer Repair1
  • Jewelry Store1
  • Korean1
  • Labor Union1
  • Lake1
  • Landscaping1
  • Lodge1
  • Logging Services1
  • Marketing Consultant1
  • Massage Therapy1
  • Media News Company1
  • Mediator1
  • Mens Clothing Store1
  • Mexican1
  • Midwife1
  • Monument1
  • Mosque1
  • Mountain1
  • Movie Television Studio1
  • Museum1
  • Nursery And Gardening1
  • Parking1
  • Party Supply1
  • Passport And Visa Services1
  • Periodontist1
  • Personal Injury Law1
  • Pest Control Service1
  • Printing Services1
  • Proctologist1
  • Prosthodontist1
  • Public Utility Company1
  • Real Estate Agent1
  • Real Estate Service1
  • Reiki1
  • Scuba Diving Center1
  • Sculpture Statue1
  • Sex Therapist1
  • Shipping Center1
  • Shoe Store1
  • Software Development1
  • Stadium Arena1
  • Structure And Geography1
  • Tattoo And Piercing1
  • Taxi Service1
  • Tutoring Center1
  • Ultrasound Imaging Center1
  • Vietnamese1
  • Water Treatment Equipment And Services1
  • Web Designer1
  • Wholesale Store1
  • Womens Clothing Store1
Retail & Shopping228 typesAU · BR · CA · CH · DE · ES · FR · GB · NL · US

228 types. Each entry shows the field name followed by the number of cities it is available in.

  • Antique Store147
  • Appliance Store147
  • Audio Visual Equipment Store147
  • Auto Parts Store147
  • Bike Store147
  • Bridal Shop147
  • Butcher Shop147
  • Camera And Photography Store147
  • Carpet Store147
  • Childrens Clothing Store147
  • Computer Store147
  • Convenience Store147
  • Department Store147
  • Discount Store147
  • Fabric Store147
  • Farmers Market147
  • Fashion Boutique147
  • Furniture Store147
  • Gift Shop147
  • Hair Supply Store147
  • Health Food Store147
  • Hobby Shop147
  • Home Goods Store147
  • Home Improvement Store147
  • Lighting Store147
  • Lingerie Store147
  • Liquor Store147
  • Mattress Store147
  • Mens Clothing Store · Clothing Store147
  • Mobile Phone Store147
  • Motorcycle Dealer147
  • Produce Store147
  • Shopping Mall147
  • Tobacco Shop147
  • Toy Store147
  • Used Auto Dealer147
  • Video Game Store147
  • Vitamin And Supplement Store147
  • Warehouse Club Store147
  • Womens Clothing Store147
  • Hearing Aid Store146
  • Luggage Store146
  • Music And Dvd Store146
  • Party Supply Store146
  • Second Hand Clothing Store146
  • Flea Market145
  • Lumber Store145
  • Organic Grocery Store145
  • Outdoor Store145
  • Hunting And Fishing Store144
  • Linen Store144
  • Newspaper And Magazines Store144
  • Truck Dealer144
  • Kitchen Supply Store142
  • Outlet Store142
  • Recreational Vehicle Dealer142
  • Comic Books Store141
  • Costume Store141
  • Packing Supply Store141
  • Beer Wine Spirits Store140
  • Fishmonger140
  • Baby Gear And Nursery Store139
  • Framing Store139
  • Electrical Supply Store138
  • Pop Up Store138
  • Skate Store138
  • Aquatic Pet Store137
  • Cheese Shop137
  • Paint Store137
  • Cosmetics And Fragrance Store136
  • Florist136
  • Motorsports Store135
  • Hat Store134
  • Home Decor Store134
  • Sunglasses Store134
  • Wig Store134
  • Trophy Store133
  • Souvenir Store132
  • Boat Dealer130
  • Junkyard130
  • Uniform Store130
  • Leather Goods Store128
  • Designer Clothing127
  • Educational Supply Store127
  • Pawn Shop127
  • Trailer Dealer127
  • Flooring Store126
  • Adult Store125
  • Commercial Vehicle Dealer125
  • Public Market125
  • Car Stereo Store123
  • Motorsport Vehicle Dealer123
  • Tile Store123
  • Watch Store123
  • Fireworks Store122
  • Window Treatment Store121
  • Pizza Delivery Service120
  • Welding Supply Store120
  • Hot Tub And Pool Store119
  • Superstore119
  • Vinyl Record Store118
  • Boat Parts Store117
  • Swimwear Store117
  • Cards And Stationery Store115
  • Auto Leasing113
  • Bedding And Bath Store112
  • Woodworking Supply Store112
  • Herb And Spice Store109
  • Art Supply Store108
  • Outdoor Furniture Store108
  • Safety Equipment Store108
  • Seafood Market106
  • Rug Store104
  • Health Market103
  • Maternity Wear103
  • Do It Yourself Store102
  • Ski And Snowboard Store102
  • Surf Store101
  • Cannabis Dispensary98
  • Forklift Dealer97
  • Home Theater Systems Stores97
  • Battery Store96
  • International Grocery Store96
  • Auto Broker95
  • Embroidery And Crochet Store95
  • Custom T Shirt Store94
  • Customized Merchandise Store94
  • Mobile Phone Accessory Store94
  • Golf Equipment Store91
  • Dancewear Store90
  • Formal Wear Store90
  • Handbag Store90
  • Orthopedic Shoe Store89
  • Fitness Exercise Store88
  • Video And Video Game Rental86
  • Candle Store84
  • Coffee And Tea Supplies84
  • Dental Supply Store84
  • Lawn Mower Store84
  • Frozen Foods Store82
  • Academic Bookstore81
  • Night Market81
  • Dairy Store79
  • Reptile Store79
  • Duty Free Store78
  • Knitting Supply Store73
  • Archery Store72
  • Christmas Tree Store71
  • Custom Clothing Store71
  • Golf Cart Dealer71
  • Religious And Spiritual Goods Store71
  • Safe Store71
  • Asian Grocery Store70
  • Furniture Accessory Store68
  • Guitar Store68
  • Dive Store67
  • Kiosk67
  • Grilling Equipment Store66
  • Wallpaper Store65
  • Piano Store60
  • Used Bookstore60
  • Imported Food Store59
  • Cooking Classes56
  • Brewing Supply Store54
  • Korean Grocery Store53
  • Horse Equipment Shop52
  • Aircraft Dealer51
  • Pool And Billiards Store51
  • Bathroom Fixture Store47
  • Farming Equipment Store47
  • Plus Size Clothing Store47
  • Fur Clothing46
  • Scooter Dealer44
  • Indian Grocery Store43
  • Custom Cakes Shop41
  • Drone Store41
  • Honey Farm Shop41
  • Car Auction40
  • Ethical Grocery Store40
  • Gemstone And Mineral Store40
  • Hockey Equipment Store40
  • Pasta Store40
  • Holiday Decor Store38
  • Mexican Grocery Store38
  • Agricultural Seed Store37
  • Hydroponic Gardening Store37
  • Diamond Dealer35
  • Gunsmith35
  • Denim Wear Store34
  • Tabletop Games Store34
  • Bird Store31
  • Motorcycle Parts Store29
  • Livestock Feed And Supply Store25
  • Military Surplus Store23
  • Goldsmith21
  • Smokehouse19
  • Pen Store18
  • Olive Oil Store17
  • Water Store16
  • Atelier15
  • Kosher Grocery Store11
  • Personal Shopper11
  • Holiday Market10
  • Flower Market9
  • Rv Parts Store9
  • Japanese Grocery Store7
  • Russian Grocery Store5
  • Street Vendor5
  • Pick Your Own Farm4
  • Professional Services · Clothing Store3
  • Bazaar2
  • Csa Farm2
  • Industrial Equipment2
  • Medical Service Organizations2
  • Shopping Passage2
  • Army And Navy Store1
  • Audiologist1
  • Beauty Salon1
  • Business To Business1
  • Eyewear And Optician1
  • Fashion1
  • Grocery Store1
  • Health Food1
  • Mexican1
  • Printing Services1
  • Public Service And Government1
  • Rice Store1
  • Saree Shop1
Eat & Drink149 typesAU · BR · CA · CH · DE · ES · FR · GB · NL · US

149 types. Each entry shows the field name followed by the number of cities it is available in.

  • Barbecue147
  • Burger147
  • Mexican147
  • Pizza147
  • Steakhouse147
  • Sushi147
  • Vegetarian147
  • Bar And Grill146
  • Tea Room146
  • Chicken145
  • Indian145
  • Greek144
  • Thai144
  • Asian Fusion141
  • Buffet141
  • Doner Kebab140
  • Korean139
  • Vietnamese137
  • Lebanese136
  • Vegan136
  • Pancake House132
  • Salad Bar129
  • Theme128
  • Health Food127
  • Internet Cafe127
  • Taco · Latin American124
  • German121
  • Halal121
  • Hot Dog121
  • Brazilian120
  • Food Court120
  • Cafeteria119
  • Ramen117
  • Comfort Food114
  • Persian113
  • Portuguese113
  • Fish And Chips112
  • Texmex111
  • Peruvian108
  • Soup105
  • Ethiopian104
  • Afghani102
  • Falafel102
  • Hawaiian102
  • Dim Sum99
  • Moroccan99
  • Argentine97
  • Filipino95
  • Pan Asian94
  • Arabian92
  • Cuban92
  • Pakistani92
  • Himalayan91
  • Southern American89
  • Syrian87
  • Colombian82
  • Polish81
  • Coffee Roastery80
  • Gluten Free80
  • Indonesian76
  • Taiwanese75
  • British71
  • Malaysian66
  • Mongolian65
  • Venezuelan65
  • Egyptian64
  • Chicken Wings63
  • Jamaican62
  • Soul Food61
  • Sri Lankan61
  • Australian60
  • Dumpling56
  • Scandinavian56
  • Belgian54
  • Kosher54
  • Salvadoran53
  • Bangladeshi51
  • Brasserie50
  • Georgian49
  • Swiss47
  • Austrian46
  • Cambodian46
  • Nigerian46
  • Ukrainian46
  • Armenian43
  • Burmese43
  • Empanada42
  • Indo Chinese42
  • Israeli42
  • Pretzel Shop42
  • Acai Bowls41
  • Cheesesteak37
  • Dominican36
  • Honduran36
  • Romanian36
  • Molecular Gastronomy35
  • Basque32
  • Ecuadorian32
  • Guatemalan32
  • Live And Raw Food32
  • Puerto Rican31
  • Hungarian30
  • Uzbek30
  • Hong Kong Style Cafe28
  • South African28
  • Irish26
  • Nicaraguan26
  • Chilean24
  • Senegalese24
  • Haitian21
  • Jewish21
  • Kurdish21
  • Bulgarian20
  • Singaporean20
  • Waffle19
  • Czech18
  • Panamanian18
  • Macaron Shop17
  • Poutinerie14
  • Trinidadian14
  • Bolivian13
  • Paraguayan12
  • Uruguayan12
  • Catalan11
  • Diy Foods11
  • Scottish11
  • Flatbread Shop8
  • Wok7
  • Fish6
  • Schnitzel6
  • Costa Rican5
  • Laotian4
  • Serbo Croatian4
  • Tatar4
  • Azerbaijani3
  • Slovakian3
  • All restaurants · Health And Medical2
  • Belizean2
  • Fast Food · All restaurants2
  • Belarusian1
  • Curry Sausage1
  • Family Practice1
  • Guamanian1
  • Health And Medical1
  • Hospital1
  • Hotel1
  • Pop Up1
  • Rotisserie Chicken1
  • Wrap1
Arts & Entertainment80 typesAU · BR · CA · CH · DE · ES · FR · GB · NL · US

80 types. Each entry shows the field name followed by the number of cities it is available in.

  • Amusement Park147
  • Arcade147
  • Psychic Advising146
  • Casino145
  • Escape Room144
  • Fairgrounds143
  • Football Stadium141
  • Auditorium140
  • Circus Venue137
  • Comedy Club137
  • Choir135
  • Karaoke Venue135
  • Aquarium134
  • Jazz And Blues Venue130
  • Astrological Advising129
  • Wildlife Sanctuary127
  • Soccer Stadium121
  • Drive In Theater119
  • Lottery Vendor114
  • Sculpture Statue110
  • Track Stadium108
  • Betting Center104
  • Observatory100
  • Bingo Hall96
  • Glass Blowing Venue96
  • Planetarium95
  • Contemporary Art Museum91
  • Strip Club91
  • Petting Zoo90
  • Childrens Museum85
  • Opera And Ballet80
  • Salsa Club80
  • Hockey Arena79
  • Haunted House76
  • Community Museum75
  • Ticket Office Or Booth75
  • Baseball Stadium58
  • Exhibition And Trade Fair Venue57
  • Tennis Stadium57
  • Cricket Ground56
  • Aviation Museum52
  • Sports Museum52
  • Basketball Stadium51
  • Modern Art Museum51
  • Country Club49
  • Veterans Organization46
  • State Museum43
  • Erotic Massage Venue42
  • Dinner Theater39
  • Country Dance Hall38
  • Paint Your Own Pottery Venue35
  • Design Museum34
  • Rugby Stadium32
  • Film Festival Venue29
  • Street Art29
  • Rodeo28
  • Photography Museum27
  • Computer Museum25
  • Textile Museum24
  • Fraternal Organization21
  • Music Festival Venue21
  • Civilization Museum19
  • Asian Art Museum18
  • Virtual Reality Center17
  • Paint And Sip Venue16
  • Band Orchestra Symphony15
  • Decorative Arts Museum14
  • Costume Museum11
  • Outdoor Movie Space11
  • Pumpkin Patch9
  • Cartooning Museum7
  • Makerspace5
  • Cabaret4
  • Fortune Telling4
  • Attraction Farm3
  • Bar Crawl3
  • Club Crawl2
  • Charity Organization1
  • Flowers And Gifts Shop1
  • Military Museum1
Education66 typesAU · BR · CA · CH · DE · ES · FR · GB · NL · US

66 types. Each entry shows the field name followed by the number of cities it is available in.

  • Art School147
  • Driving School147
  • Elementary School147
  • High School147
  • Language School147
  • Medical Research Institute147
  • Music School147
  • Preschool147
  • Vocational And Technical School147
  • Computer Coaching146
  • Private School145
  • Educational Research Institute143
  • Medical School143
  • Cooking School142
  • Public School141
  • Adult Education Center140
  • Middle School140
  • Flight School138
  • Cosmetology School137
  • Religious School137
  • First Aid Class · Specialty School128
  • Test Preparation126
  • Nursing School121
  • Educational Camp117
  • Massage School114
  • Sports School95
  • Business School92
  • Bartending School81
  • Engineering School78
  • Law School73
  • Traffic School73
  • Private Tutor69
  • Drama School65
  • After School Program60
  • Archaeological Service54
  • Cpr Class46
  • Montessori School46
  • Student Union42
  • Food Safety Training36
  • Board Of Education Office35
  • Dentistry School35
  • Firearm Training30
  • School District Office28
  • Childbirth Education26
  • Charter School23
  • College Counseling22
  • Photography Class22
  • Circus School19
  • Speech Training17
  • Parenting Class16
  • Architecture School12
  • Civil Examinations Academy10
  • Science School10
  • Dui School9
  • Wine Tasting Class8
  • Cheerleading6
  • Pharmacy School5
  • Waldorf School3
  • College University · Library2
  • Charity Organization1
  • Educational Services1
  • Internal Medicine1
  • Medical Service Organizations1
  • Physical Therapy1
  • Pizza1
  • Psychologist1
Professional Services64 typesAU · BR · CA · CH · DE · ES · FR · GB · NL · US

64 types. Each entry shows the field name followed by the number of cities it is available in.

  • Apartment Agent58
  • Family Practice35
  • Internal Medicine6
  • Pediatrician5
  • Advertising Agency4
  • Diagnostic Services4
  • Surgeon4
  • Cardiologist3
  • Nurse Practitioner3
  • Physical Therapy3
  • Speech Therapist3
  • Gastroenterologist2
  • Laboratory Testing2
  • Optometrist2
  • Osteopathic Physician2
  • Tree Services2
  • Automotive Dealer1
  • Beach1
  • Beauty Salon1
  • Beer Garden1
  • Business1
  • Chiropractor1
  • Construction Services1
  • Counseling And Mental Health1
  • Criminal Defense Law1
  • Dialysis Clinic1
  • Ear Nose And Throat1
  • Event Photography1
  • Fashion Accessories Store1
  • Fast Food1
  • Flowers And Gifts Shop1
  • Food Beverage Service Distribution1
  • Gardener1
  • Home Improvement Store1
  • Home Service1
  • Internet Service Provider1
  • Language School1
  • Legal Services1
  • Life Coach1
  • Medical Research And Development1
  • Mining1
  • Naturopathic Holistic1
  • Nephrologist1
  • Obstetrician And Gynecologist1
  • Oncologist1
  • Orthopedist1
  • Plastic Surgeon1
  • Podiatrist1
  • Prenatal Perinatal Care1
  • Property Management1
  • Psychiatrist1
  • Psychologist1
  • Public And Government Association1
  • Public Service And Government1
  • Real Estate1
  • Souvenir Shop1
  • Spas1
  • Sporting Goods1
  • Topic Concert Venue1
  • Travel1
  • Vocational And Technical School1
  • Water Treatment Equipment And Services1
  • Wholesale Store1
  • Womens Health Clinic1
Financial Services36 typesAU · BR · CA · CH · DE · ES · FR · GB · NL · US

36 types. Each entry shows the field name followed by the number of cities it is available in.

  • Accountant147
  • Bank147
  • Financial Advising147
  • Atm145
  • Trusts145
  • Investing144
  • Mortgage Broker144
  • Appraisal Service142
  • Money Transfer Service138
  • Credit Union137
  • Currency Exchange137
  • Real Estate Investment135
  • Collection Agency131
  • Tax Service129
  • Credit And Debt Counseling128
  • Business Broker120
  • Auto Insurance114
  • Life Insurance114
  • Gold Buyer109
  • Mortgage Lender105
  • Auto Loan Provider102
  • Check Cashing Payday Loans78
  • Debt Relief Service76
  • Holding Company65
  • Stock And Bond Broker62
  • Customs Broker54
  • Business Financing49
  • Home And Rental Insurance49
  • Private Equity Firm45
  • Coin Dealer41
  • Public Adjuster30
  • Business Banking Service28
  • Fidelity And Surety Bonds12
  • Farm Insurance4
  • Beauty Salon1
  • Family Practice1
Bars & Nightlife29 typesAU · BR · CA · CH · DE · ES · FR · GB · NL · US

29 types. Each entry shows the field name followed by the number of cities it is available in.

  • Cocktail Bar147
  • Wine Bar147
  • Beer Bar145
  • Sports Bar145
  • Irish Pub140
  • Hookah Bar136
  • Gay Bar131
  • Hotel Bar121
  • Dive Bar108
  • Airport Lounge100
  • Speakeasy99
  • Whiskey Bar95
  • Tiki Bar69
  • Beach Bar40
  • Cigar Bar34
  • Sake Bar33
  • Piano Bar30
  • Champagne Bar29
  • Drive Thru Bar9
  • Pub5
  • Bar Tabac2
  • Beauty Salon1
  • Family Practice1
  • Health And Medical1
  • Laboratory Testing1
  • Naturopathic Holistic1
  • Psychologist1
  • Retail1
  • Structure And Geography1
Public Services & Government22 typesAU · BR · CA · CH · DE · ES · FR · GB · NL · US

22 types. Each entry shows the field name followed by the number of cities it is available in.

  • Courthouse147
  • Fire Station147
  • Police Station147
  • Post Office147
  • Town Hall143
  • Embassy131
  • Department Of Motor Vehicles124
  • Health Department122
  • Social Security Service55
  • Chambers Of Commerce42
  • Immigration And Naturalization Office40
  • Registry Office31
  • Pension Office30
  • Unemployment Office19
  • Tax Office13
  • Department Of Social Service5
  • Office Of Vital Records3
  • Construction Services2
  • National Security Service2
  • Optometrist1
  • Public And Government Association1
  • Topic Concert Venue1
Active Life & Fitness16 typesAU · BR · CA · CH · DE · ES · FR · GB · NL · US

16 types. Each entry shows the field name followed by the number of cities it is available in.

  • Playground145
  • Dog Park142
  • Swimming Instructor142
  • Water Park136
  • National Park131
  • State Park37
  • Mountain Bike Park17
  • Sports And Recreation Venue3
  • Family Practice2
  • Retail2
  • Audiologist1
  • Farm1
  • Physical Therapy1
  • Professional Services1
  • Radiologist1
  • Sports Club And League1
Beauty & Spa16 typesAU · BR · CA · CH · DE · ES · FR · GB · NL · US

16 types. Each entry shows the field name followed by the number of cities it is available in.

  • Nail Salon147
  • Day Spa138
  • Medical Spa137
  • Health Spa136
  • Hair Stylist135
  • Kids Hair Salon66
  • Blow Dry Blow Out Service34
  • Float Spa11
  • Beauty Salon3
  • Family Practice2
  • Spas2
  • Medical Service Organizations1
  • Neurologist1
  • Optometrist1
  • Orthopedist1
  • Plastic Surgeon1
Accommodation15 typesAU · BR · CA · CH · DE · ES · FR · GB · NL · US

15 types. Each entry shows the field name followed by the number of cities it is available in.

  • Bed And Breakfast147
  • Campground147
  • Hostel137
  • Ski Resort78
  • Guest House66
  • Beach Resort24
  • Health And Medical · Hotel8
  • Family Practice1
  • Hospital1
  • Medical Center1
  • Mosque1
  • Parking1
  • Public Service And Government1
  • Retail1
  • Travel1
Automotive9 typesAU · BR · CA · CH · DE · ES · FR · GB · NL · US

9 types. Each entry shows the field name followed by the number of cities it is available in.

  • Car Wash147
  • Ev Charging Station137
  • Truck Gas Station119
  • Retail8
  • Business To Business1
  • Flowers And Gifts Shop1
  • Hvac Services1
  • Private Establishments And Corporates1
  • Travel1
Landmarks & Religion9 typesAU · BR · CA · CH · DE · ES · FR · GB · NL · US

9 types. Each entry shows the field name followed by the number of cities it is available in.

  • Monument147
  • Roman Catholic Place Of Worship147
  • Pentecostal Place Of Worship137
  • Baptist Place Of Worship132
  • Anglican Or Episcopal Place Of Worship120
  • Jehovahs Witness Place Of Worship81
  • Community Services Non Profits2
  • Church Cathedral1
  • Family Practice1

Population & age

Census demography per hex — age bands, households, origin, language, and activity status — grouped by the topic the national statistics office publishes them under.

503 fieldsin 30 topic groupsAU · BR · CA · CH · DE · ES · FR · GB · NL · US

Households And Families154 fieldsAU · CA · CH · ES · FR · GB · NL · US

154 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Total households38
  • 18 years and over35
  • In group quarters35
  • In group quarters35
  • In group quarters: Institutionalized population35
  • In group quarters: Noninstitutionalized population35
  • In households35
  • In households35
  • In households: Adopted child35
  • In households: Adopted child: Under 18 years35
  • In households: Biological child35
  • In households: Biological child: Under 18 years35
  • In households: Brother or sister35
  • In households: Brother or sister35
  • In households: Child35
  • In households: Child: Adopted child35
  • In households: Child: Biological child35
  • In households: Child: Stepchild35
  • In households: Foster child35
  • In households: Foster child35
  • In households: Grandchild35
  • In households: Grandchild35
  • In households: Grandchild: Under 18 years35
  • In households: Householder35
  • In households: Householder35
  • In households: Householder: Female35
  • In households: Householder: Female35
  • In households: Householder: Female: Living alone35
  • In households: Householder: Female: Living alone35
  • In households: Householder: Female: Not living alone35
  • In households: Householder: Female: Not living alone35
  • In households: Householder: Male35
  • In households: Householder: Male35
  • In households: Householder: Male: Living alone35
  • In households: Householder: Male: Living alone35
  • In households: Householder: Male: Not living alone35
  • In households: Householder: Male: Not living alone35
  • In households: Opposite-sex spouse35
  • In households: Opposite-sex spouse35
  • In households: Opposite-sex unmarried partner35
  • In households: Opposite-sex unmarried partner35
  • In households: Other nonrelatives35
  • In households: Other nonrelatives35
  • In households: Other relatives35
  • In households: Other relatives35
  • In households: Parent35
  • In households: Parent35
  • In households: Parent-in-law35
  • In households: Parent-in-law35
  • In households: Same-sex spouse35
  • In households: Same-sex spouse35
  • In households: Same-sex unmarried partner35
  • In households: Same-sex unmarried partner35
  • In households: Son-in-law or daughter-in-law35
  • In households: Son-in-law or daughter-in-law35
  • In households: Stepchild35
  • In households: Stepchild: Under 18 years35
  • In married-couple families35
  • In married-couple families: 12 to 17 years35
  • In married-couple families: 3 and 4 years35
  • In married-couple families: 5 years35
  • In married-couple families: 6 to 11 years35
  • In married-couple families: Under 3 years35
  • In other families35
  • In other families: Female householder, no spouse present35
  • In other families: Female householder, no spouse present: 12 to 17 years35
  • In other families: Female householder, no spouse present: 3 and 4 years35
  • In other families: Female householder, no spouse present: 5 years35
  • In other families: Female householder, no spouse present: 6 to 11 years35
  • In other families: Female householder, no spouse present: Under 3 years35
  • In other families: Male householder, no spouse present35
  • In other families: Male householder, no spouse present: 12 to 17 years35
  • In other families: Male householder, no spouse present: 3 and 4 years35
  • In other families: Male householder, no spouse present: 5 years35
  • In other families: Male householder, no spouse present: 6 to 11 years35
  • In other families: Male householder, no spouse present: Under 3 years35
  • Married-couple family35
  • Married-couple family: No own children of the householder under 18 years35
  • Married-couple family: With own children of the householder under 18 years35
  • Married-couple family: With own children of the householder under 18 years: 6 to 17 years only35
  • Married-couple family: With own children of the householder under 18 years: Under 6 years and 6 to 17 years35
  • Married-couple family: With own children of the householder under 18 years: Under 6 years only35
  • Other family35
  • Other family: Female householder, no spouse present35
  • Other family: Female householder, no spouse present: No own children of the householder under 18 years35
  • Other family: Female householder, no spouse present: With own children of the householder under 18 years35
  • Other family: Female householder, no spouse present: With own children of the householder under 18 years: 6 to 17 years only35
  • Other family: Female householder, no spouse present: With own children of the householder under 18 years: Under 6 years and 6 to 17 years35
  • Other family: Female householder, no spouse present: With own children of the householder under 18 years: Under 6 years only35
  • Other family: Male householder, no spouse present35
  • Other family: Male householder, no spouse present: No own children of the householder under 18 years35
  • Other family: Male householder, no spouse present: With own children of the householder under 18 years35
  • Other family: Male householder, no spouse present: With own children of the householder under 18 years: 6 to 17 years only35
  • Other family: Male householder, no spouse present: With own children of the householder under 18 years: Under 6 years and 6 to 17 years35
  • Other family: Male householder, no spouse present: With own children of the householder under 18 years: Under 6 years only35
  • Total35
  • Total35
  • Total35
  • Total35
  • Total35
  • Under 18 years35
  • Semi-detached house29
  • 1 person22
  • 2 people22
  • 3 people22
  • 4 people22
  • Single-parent households19
  • Single-person households19
  • 1 person17
  • 2 persons17
  • 3 persons17
  • 4 persons17
  • 5 or more persons17
  • Apartment in a building of five or more storeys17
  • Apartment in a building under five storeys17
  • Apartment or flat in a duplex17
  • Movable dwelling17
  • Multigenerational household17
  • Multiple-family household17
  • One-family household17
  • One-family household with additional persons17
  • One-person household17
  • Other single-attached house17
  • Row house17
  • Single-detached house17
  • Two-or-more-person non-family household17
  • 5 people12
  • 6 people12
  • 7 people12
  • 8 or more people12
  • All adults have English (or Welsh) as main language12
  • Cohabiting couple family12
  • Dwelling structure not stated12
  • Flat or apartment12
  • Lone parent family12
  • Married or civil partnership couple12
  • No one has English (or Welsh) as main language12
  • One person aged 66 and over12
  • One person, other12
  • Only a child has English (or Welsh) as main language12
  • Other dwelling12
  • Other household types12
  • Other single family12
  • Separate house12
  • Single family, all aged 66 and over12
  • Some adults have English (or Welsh) as main language12
  • 5 or more people10
  • Couple with children10
  • Couple without children10
  • Households of 5+ people10
  • Single-parent family10
  • Mean household size9
  • Multi-person, no children9
  • Two-parent households9
Age113 fieldsAU · BR · CA · CH · DE · ES · FR · GB · NL · US

113 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Aged 15 to 1951
  • Aged 20 to 2451
  • Aged 4 and under51
  • Aged 85 and over41
  • Aged 10 to 1439
  • Aged 25 to 2939
  • Aged 5 to 939
  • Female35
  • Female: 10 to 14 years35
  • Female: 15 to 17 years35
  • Female: 18 and 19 years35
  • Female: 20 years35
  • Female: 21 years35
  • Female: 22 to 24 years35
  • Female: 25 to 29 years35
  • Female: 30 to 34 years35
  • Female: 35 to 39 years35
  • Female: 40 to 44 years35
  • Female: 45 to 49 years35
  • Female: 5 to 9 years35
  • Female: 50 to 54 years35
  • Female: 55 to 59 years35
  • Female: 60 and 61 years35
  • Female: 62 to 64 years35
  • Female: 65 and 66 years35
  • Female: 67 to 69 years35
  • Female: 70 to 74 years35
  • Female: 75 to 79 years35
  • Female: 80 to 84 years35
  • Female: 85 years and over35
  • Female: Under 5 years35
  • Male35
  • Male: 10 to 14 years35
  • Male: 15 to 17 years35
  • Male: 18 and 19 years35
  • Male: 20 years35
  • Male: 21 years35
  • Male: 22 to 24 years35
  • Male: 25 to 29 years35
  • Male: 30 to 34 years35
  • Male: 35 to 39 years35
  • Male: 40 to 44 years35
  • Male: 45 to 49 years35
  • Male: 5 to 9 years35
  • Male: 50 to 54 years35
  • Male: 55 to 59 years35
  • Male: 60 and 61 years35
  • Male: 62 to 64 years35
  • Male: 65 and 66 years35
  • Male: 67 to 69 years35
  • Male: 70 to 74 years35
  • Male: 75 to 79 years35
  • Male: 80 to 84 years35
  • Male: 85 years and over35
  • Male: Under 5 years35
  • Total35
  • Aged 30 to 3429
  • Aged 35 to 3929
  • Aged 40 to 4429
  • Aged 45 to 4929
  • Aged 50 to 5429
  • Aged 55 to 5929
  • Aged 60 to 6429
  • Aged 65 to 6929
  • Aged 70 to 7429
  • Aged 75 to 7929
  • Aged 80 to 8429
  • 10 to 1922
  • 20 to 2922
  • 30 to 3922
  • 40 to 4922
  • 50 to 5922
  • 55-64 years22
  • 60 to 6922
  • 70 to 7922
  • 80 and older22
  • Average age22
  • In Ge Amt Bevoelkerung22
  • Under 1022
  • 30-39 years19
  • 40-49 years19
  • 50-59 years19
  • 60-69 years19
  • 80+ years19
  • Aged 25 to 3412
  • Aged 35 to 4412
  • Aged 45 to 5412
  • Aged 5 to 1412
  • Aged 65 to 7412
  • Aged 75 to 8412
  • 0-3 years10
  • 11-17 years10
  • 18-24 years10
  • 25-39 years10
  • 4-5 years10
  • 40-54 years10
  • 6-10 years10
  • 65-79 years10
  • Age unknown10
  • Aged 16 to 6410
  • Aged 65 and over10
  • Aged 70 and over10
  • Aged under 1610
  • Mean age (years)10
  • 0-14 years9
  • 0-9 years9
  • 10-19 years9
  • 15-24 years9
  • 20-29 years9
  • 25-44 years9
  • 45-64 years9
  • 65+ years9
  • 70-79 years9
Marital status39 fieldsAU · CA · DE · ES · GB · US

39 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Married39
  • Female35
  • Female: Divorced35
  • Female: Never married35
  • Female: Now married35
  • Female: Now married: Married, spouse absent35
  • Female: Now married: Married, spouse absent: Other35
  • Female: Now married: Married, spouse absent: Separated35
  • Female: Now married: Married, spouse present35
  • Female: Widowed35
  • Male35
  • Male: Divorced35
  • Male: Never married35
  • Male: Now married35
  • Male: Now married: Married, spouse absent35
  • Male: Now married: Married, spouse absent: Other35
  • Male: Now married: Married, spouse absent: Separated35
  • Male: Now married: Married, spouse present35
  • Male: Widowed35
  • Total35
  • Widowed34
  • Divorced or civil partnership dissolved24
  • Never married or in a civil partnership24
  • Separated24
  • Divorced22
  • In Ge Amt Bevoelkerung22
  • Married22
  • Not specified22
  • Registered civil partnership22
  • Registered civil partnership (partner deceased)22
  • Registered civil partnership dissolved22
  • Single22
  • Widowed22
  • Living common-law17
  • Not married and not living common-law17
  • Married or in a civil partnership12
  • Divorced or separated10
  • Not stated10
  • Single10
Nationality26 fieldsDE · ES · FR · GB

26 fields. Each entry shows the field name followed by the number of cities it is available in.

  • EU-27 countries22
  • Foreign nationals share22
  • Foreign nationals share (18+)22
  • Germany22
  • In Ge Amt Bevoelkerung22
  • In Ge Amt Bevoelkerung22
  • Multiple foreign nationalities22
  • Multiple nationalities (German and foreign)22
  • One nationality22
  • Other22
  • Other European countries22
  • Other foreign countries22
  • Other world regions22
  • Unknown22
  • Africa12
  • Antarctica and Oceania12
  • British Overseas Territories12
  • Europe (incl. UK)12
  • Middle East and Asia12
  • No passport held12
  • The Americas and the Caribbean12
  • Foreign nationality10
  • Foreign nationality10
  • Foreign-born10
  • French nationality10
  • Immigrant10
Hispanic or Latino Origin by Race17 fieldsUS

17 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Hispanic or Latino35
  • Hispanic or Latino: American Indian and Alaska Native alone35
  • Hispanic or Latino: Asian alone35
  • Hispanic or Latino: Black or African American alone35
  • Hispanic or Latino: Native Hawaiian and Other Pacific Islander alone35
  • Hispanic or Latino: Some Other Race alone35
  • Hispanic or Latino: Two or More Races35
  • Hispanic or Latino: White alone35
  • Not Hispanic or Latino35
  • Not Hispanic or Latino: American Indian and Alaska Native alone35
  • Not Hispanic or Latino: Asian alone35
  • Not Hispanic or Latino: Black or African American alone35
  • Not Hispanic or Latino: Native Hawaiian and Other Pacific Islander alone35
  • Not Hispanic or Latino: Some Other Race alone35
  • Not Hispanic or Latino: Two or More Races35
  • Not Hispanic or Latino: White alone35
  • Total35
Religious affiliation17 fieldsAU · CA · DE · GB

17 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Buddhist41
  • Christian41
  • Hindu41
  • Jewish41
  • Other religion41
  • Muslim29
  • No religion29
  • Sikh29
  • In Ge Amt Bevoelkerung22
  • Other / none / not specified22
  • Protestant22
  • Roman Catholic22
  • Traditional (North American Indigenous) spirituality17
  • Islam12
  • Not answered12
  • Not stated12
  • Secular / no religion12
Literate population by age (15+)13 fieldsBR

13 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Literate, aged 15 to 1910
  • Literate, aged 20 to 2410
  • Literate, aged 25 to 2910
  • Literate, aged 30 to 3410
  • Literate, aged 35 to 3910
  • Literate, aged 40 to 4410
  • Literate, aged 45 to 4910
  • Literate, aged 50 to 5410
  • Literate, aged 55 to 5910
  • Literate, aged 60 to 6410
  • Literate, aged 65 to 6910
  • Literate, aged 70 to 7910
  • Literate, aged 80 and over10
Visible minority13 fieldsCA

13 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Arab17
  • Black17
  • Chinese17
  • Filipino17
  • Japanese17
  • Korean17
  • Latin American17
  • Multiple visible minorities17
  • Not a visible minority17
  • South Asian17
  • Southeast Asian17
  • Visible minority, n.i.e.17
  • West Asian17
Population Base11 fieldsAU · BR · CA · CH · DE · ES · FR · GB · NL · US

11 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Total population89
  • Total35
  • German citizens aged 18+22
  • Residents22
  • Female18
  • Male18
  • Lives in a communal establishment12
  • Lives in a household12
  • Foreign nationals9
  • Live births9
  • Swiss citizens9
Country of birth10 fieldsAU · GB

10 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Africa12
  • Antarctica, Oceania and Other12
  • Born elsewhere12
  • Born in Australia12
  • British Overseas12
  • EU countries12
  • Middle East and Asia12
  • Non-EU Europe12
  • The Americas and the Caribbean12
  • United Kingdom12
National identity10 fieldsGB

10 fields. Each entry shows the field name followed by the number of cities it is available in.

  • British only12
  • English and British only12
  • English only12
  • Irish only12
  • Non-UK identity only12
  • Other identity only12
  • Scottish only12
  • UK and non-UK identity12
  • Welsh and British only12
  • Welsh only12
Origin9 fieldsCH · NL

9 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Born abroad, European origin9
  • Born abroad, non-European origin9
  • Born in NL, Dutch-origin parents9
  • Born in NL, EU-origin parents9
  • Born in NL, non-EU-origin parents9
  • EU/EFTA9
  • Non-European9
  • Other Europe9
  • Unknown9
Household size6 fieldsCH

6 fields. Each entry shows the field name followed by the number of cities it is available in.

  • 2 persons9
  • 3 persons9
  • 4 persons9
  • 5 persons9
  • 6+ persons9
  • Single-person9
Colour or race5 fieldsBR

5 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Asian (Amarela)10
  • Black (Preta)10
  • Indigenous (Indigena)10
  • Mixed (Parda)10
  • White (Branca)10
Ethnic group5 fieldsGB

5 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Asian, Asian British or Asian Welsh12
  • Black, Black British, Caribbean or African12
  • Mixed or Multiple ethnic groups12
  • Other ethnic group12
  • White12
Health5 fieldsGB

5 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Bad health12
  • Fair health12
  • Good health12
  • Very bad health12
  • Very good health12
Main mode of commuting5 fieldsCA

5 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Bicycle17
  • Car, truck or van17
  • Other method17
  • Public transit17
  • Walked17
Period of immigration5 fieldsCA

5 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Immigrated 1980 to 199017
  • Immigrated 1991 to 200017
  • Immigrated 2001 to 201017
  • Immigrated 2011 to 202117
  • Immigrated before 198017
Place of birth5 fieldsCH

5 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Abroad EU/EFTA9
  • Abroad non-Europe9
  • Abroad other Europe9
  • Born abroad9
  • Born in Switzerland9
Residence duration5 fieldsCH

5 fields. Each entry shows the field name followed by the number of cities it is available in.

  • 1-5 years9
  • 6-10 years9
  • Over 10 years9
  • Since birth9
  • Under 1 year9
Knowledge of official languages4 fieldsCA

4 fields. Each entry shows the field name followed by the number of cities it is available in.

  • English and French17
  • English only17
  • French only17
  • Neither English nor French17
Previous residence4 fieldsCH

4 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Abroad9
  • Other canton9
  • Same canton9
  • Same commune9
Urban and Rural4 fieldsUS

4 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Not defined for this file35
  • Rural35
  • Total35
  • Urban35
Core activity need for assistance3 fieldsAU

3 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Has need for assistance12
  • Need for assistance not stated12
  • No need for assistance12
Generation status3 fieldsCA

3 fields. Each entry shows the field name followed by the number of cities it is available in.

  • First generation17
  • Second generation17
  • Third generation or more17
Immigrant status3 fieldsCA

3 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Immigrant17
  • Non-immigrant17
  • Non-permanent resident17
Indigenous status3 fieldsAU

3 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Aboriginal and/or Torres Strait Islander12
  • Indigenous status not stated12
  • Non-Indigenous12
Built Environment2 fieldsNL

2 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Address density9
  • Urbanity index9
Language used at home2 fieldsAU

2 fields. Each entry shows the field name followed by the number of cities it is available in.

  • English only12
  • Other language12
Sex2 fieldsAU · BR · ES · GB

2 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Female44
  • Male44

Affluence

Housing and income signals: rent, tenure, home value, vacancy, qualifications, occupation, and deprivation indices where the national census publishes them.

497 fieldsin 40 topic groupsAU · BR · CA · CH · DE · ES · FR · GB · NL · US

Households And Families62 fieldsDE · US

62 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Family households35
  • Family households: 2-person household35
  • Family households: 3-person household35
  • Family households: 4-person household35
  • Family households: 5-person household35
  • Family households: 6-person household35
  • Family households: 7-or-more person household35
  • Nonfamily households35
  • Nonfamily households: 1-person household35
  • Nonfamily households: 2-person household35
  • Nonfamily households: 3-person household35
  • Nonfamily households: 4-person household35
  • Nonfamily households: 5-person household35
  • Nonfamily households: 6-person household35
  • Nonfamily households: 7-or-more person household35
  • Total35
  • 1 person22
  • 2 persons22
  • 2-person family22
  • 3 persons22
  • 3-person family22
  • 4 persons22
  • 4-person family22
  • 5 persons22
  • 5-person family22
  • 6 or more persons22
  • 6-or-more-person family22
  • Average household size22
  • Couples with children22
  • Couples without children22
  • Father with at least 1 child under 1822
  • Father with children aged 18+22
  • Households with seniors22
  • Households with seniors only22
  • Households without seniors22
  • In Ge Amt Familie22
  • In Ge Amt Familien22
  • In Ge Amt Hau Halte22
  • In Ge Amt Hau Halte22
  • In Ge Amt Hau Halte22
  • In Ge Amt Hau Halte22
  • Married couple with at least 1 child under 1822
  • Married couple with children aged 18+22
  • Married couple without children22
  • Married couples22
  • Mother with at least 1 child under 1822
  • Mother with children aged 18+22
  • Multi-person household without nuclear family22
  • Multi-person household without nuclear family22
  • Registered civil partnership with at least 1 child under 1822
  • Registered civil partnership with children aged 18+22
  • Registered civil partnership without children22
  • Registered civil partnerships22
  • Single fathers22
  • Single mothers22
  • Single parent22
  • Single-person household22
  • Single-person household22
  • Unmarried couple with at least 1 child under 1822
  • Unmarried couple with children aged 18+22
  • Unmarried couple without children22
  • Unmarried couples22
Rent39 fieldsUS

39 fields. Each entry shows the field name followed by the number of cities it is available in.

  • 10.0 to 14.9 percent35
  • 15.0 to 19.9 percent35
  • 20.0 to 24.9 percent35
  • 25.0 to 29.9 percent35
  • 30.0 to 34.9 percent35
  • 35.0 to 39.9 percent35
  • 40.0 to 49.9 percent35
  • 50.0 percent or more35
  • Less than 10.0 percent35
  • Median gross rent35
  • No cash rent35
  • Not computed35
  • Total35
  • Total35
  • With cash rent35
  • With cash rent: $1,000 to $1,24935
  • With cash rent: $1,250 to $1,49935
  • With cash rent: $1,500 to $1,99935
  • With cash rent: $100 to $14935
  • With cash rent: $150 to $19935
  • With cash rent: $2,000 to $2,49935
  • With cash rent: $2,500 to $2,99935
  • With cash rent: $200 to $24935
  • With cash rent: $250 to $29935
  • With cash rent: $3,000 to $3,49935
  • With cash rent: $3,500 or more35
  • With cash rent: $300 to $34935
  • With cash rent: $350 to $39935
  • With cash rent: $400 to $44935
  • With cash rent: $450 to $49935
  • With cash rent: $500 to $54935
  • With cash rent: $550 to $59935
  • With cash rent: $600 to $64935
  • With cash rent: $650 to $69935
  • With cash rent: $700 to $74935
  • With cash rent: $750 to $79935
  • With cash rent: $800 to $89935
  • With cash rent: $900 to $99935
  • With cash rent: Less than $10035
Housing38 fieldsUS

38 fields. Each entry shows the field name followed by the number of cities it is available in.

  • 1 room35
  • 1, attached35
  • 1, detached35
  • 10 to 1935
  • 235
  • 2 rooms35
  • 20 to 4935
  • 3 or 435
  • 3 rooms35
  • 4 rooms35
  • 5 rooms35
  • 5 to 935
  • 50 or more35
  • 6 rooms35
  • 7 rooms35
  • 8 rooms35
  • 9 or more rooms35
  • Boat, RV, van, etc.35
  • Built 1939 or earlier35
  • Built 1940 to 194935
  • Built 1950 to 195935
  • Built 1960 to 196935
  • Built 1970 to 197935
  • Built 1980 to 198935
  • Built 1990 to 199935
  • Built 2000 to 200935
  • Built 2010 to 201935
  • Built 2020 or later35
  • Median year structure built35
  • Mobile home35
  • Owned free and clear35
  • Owned with a mortgage or a loan35
  • Renter occupied35
  • Total35
  • Total35
  • Total35
  • Total35
  • Total35
Poverty35 fieldsUS

35 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Income in the past 12 months at or above poverty level35
  • Income in the past 12 months at or above poverty level: In family households35
  • Income in the past 12 months at or above poverty level: In family households: In married couple families35
  • Income in the past 12 months at or above poverty level: In family households: In married couple families: All relatives35
  • Income in the past 12 months at or above poverty level: In family households: In married couple families: Non-relatives35
  • Income in the past 12 months at or above poverty level: In family households: In other families35
  • Income in the past 12 months at or above poverty level: In family households: In other families: Female householder, no spouse present35
  • Income in the past 12 months at or above poverty level: In family households: In other families: Female householder, no spouse present: All relatives35
  • Income in the past 12 months at or above poverty level: In family households: In other families: Female householder, no spouse present: Non-relatives35
  • Income in the past 12 months at or above poverty level: In family households: In other families: Male householder, no spouse present35
  • Income in the past 12 months at or above poverty level: In family households: In other families: Male householder, no spouse present: All relatives35
  • Income in the past 12 months at or above poverty level: In family households: In other families: Male householder, no spouse present: Non-relatives35
  • Income in the past 12 months at or above poverty level: In non-family households and other living arrangement35
  • Income in the past 12 months at or above poverty level: In non-family households and other living arrangement: Householder35
  • Income in the past 12 months at or above poverty level: In non-family households and other living arrangement: Householder: Living alone35
  • Income in the past 12 months at or above poverty level: In non-family households and other living arrangement: Householder: Not living alone35
  • Income in the past 12 months at or above poverty level: In non-family households and other living arrangement: Other living arrangement35
  • Income in the past 12 months below poverty level35
  • Income in the past 12 months below poverty level: In family households35
  • Income in the past 12 months below poverty level: In family households: In married couple families35
  • Income in the past 12 months below poverty level: In family households: In married couple families: All relatives35
  • Income in the past 12 months below poverty level: In family households: In married couple families: Non-relatives35
  • Income in the past 12 months below poverty level: In family households: In other families35
  • Income in the past 12 months below poverty level: In family households: In other families: Female householder, no spouse present35
  • Income in the past 12 months below poverty level: In family households: In other families: Female householder, no spouse present: All relatives35
  • Income in the past 12 months below poverty level: In family households: In other families: Female householder, no spouse present: Non-relatives35
  • Income in the past 12 months below poverty level: In family households: In other families: Male householder, no spouse present35
  • Income in the past 12 months below poverty level: In family households: In other families: Male householder, no spouse present: All relatives35
  • Income in the past 12 months below poverty level: In family households: In other families: Male householder, no spouse present: Non-relatives35
  • Income in the past 12 months below poverty level: In non-family households and other living arrangement35
  • Income in the past 12 months below poverty level: In non-family households and other living arrangement: Householder35
  • Income in the past 12 months below poverty level: In non-family households and other living arrangement: Householder: Living alone35
  • Income in the past 12 months below poverty level: In non-family households and other living arrangement: Householder: Not living alone35
  • Income in the past 12 months below poverty level: In non-family households and other living arrangement: Other living arrangement35
  • Total35
Total household income (weekly)33 fieldsAU · CA

33 fields. Each entry shows the field name followed by the number of cities it is available in.

  • $10,000 to $14,99917
  • $100,000 and over17
  • $15,000 to $19,99917
  • $20,000 to $24,99917
  • $25,000 to $29,99917
  • $30,000 to $34,99917
  • $35,000 to $39,99917
  • $40,000 to $44,99917
  • $45,000 to $49,99917
  • $5,000 to $9,99917
  • $50,000 to $59,99917
  • $60,000 to $69,99917
  • $70,000 to $79,99917
  • $80,000 to $89,99917
  • $90,000 to $99,99917
  • Under $5,00017
  • $1-$14912
  • $1,000-$1,24912
  • $1,250-$1,49912
  • $1,500-$1,74912
  • $1,750-$1,99912
  • $150-$29912
  • $2,000-$2,49912
  • $2,500-$2,99912
  • $3,000-$3,49912
  • $3,500-$3,99912
  • $300-$39912
  • $4,000 or more12
  • $400-$49912
  • $500-$64912
  • $650-$79912
  • $800-$99912
  • Negative / nil income12
Household income29 fieldsES · GB · NL · US

29 fields. Each entry shows the field name followed by the number of cities it is available in.

  • $10,000 to $14,99935
  • $100,000 to $124,99935
  • $125,000 to $149,99935
  • $15,000 to $19,99935
  • $150,000 to $199,99935
  • $20,000 to $24,99935
  • $200,000 or more35
  • $25,000 to $29,99935
  • $30,000 to $34,99935
  • $35,000 to $39,99935
  • $40,000 to $44,99935
  • $45,000 to $49,99935
  • $50,000 to $59,99935
  • $60,000 to $74,99935
  • $75,000 to $99,99935
  • Less than $10,00035
  • Median household income in the past 12 months (in 2022 inflation-adjusted dollars)35
  • Per capita income in the past 12 months (in 2022 inflation-adjusted dollars)35
  • Total35
  • Net annual household income (FYE2020)13
  • Gross income per household10
  • Gross income per person10
  • Median equivalised income10
  • Net equivalised income10
  • Net income per household10
  • Net income per person10
  • High-income households9
  • Low-income households9
  • Mean household income9
Housing Value28 fieldsUS

28 fields. Each entry shows the field name followed by the number of cities it is available in.

  • $1,000,000 to $1,499,99935
  • $1,500,000 to $1,999,99935
  • $10,000 to $14,99935
  • $100,000 to $124,99935
  • $125,000 to $149,99935
  • $15,000 to $19,99935
  • $150,000 to $174,99935
  • $175,000 to $199,99935
  • $2,000,000 or more35
  • $20,000 to $24,99935
  • $200,000 to $249,99935
  • $25,000 to $29,99935
  • $250,000 to $299,99935
  • $30,000 to $34,99935
  • $300,000 to $399,99935
  • $35,000 to $39,99935
  • $40,000 to $49,99935
  • $400,000 to $499,99935
  • $50,000 to $59,99935
  • $500,000 to $749,99935
  • $60,000 to $69,99935
  • $70,000 to $79,99935
  • $750,000 to $999,99935
  • $80,000 to $89,99935
  • $90,000 to $99,99935
  • Less than $10,00035
  • Median value (dollars)35
  • Total35
Build Year20 fieldsCH · NL

20 fields. Each entry shows the field name followed by the number of cities it is available in.

  • 1919-19459
  • 1945-19649
  • 1946-19609
  • 1961-19709
  • 1965-19749
  • 1971-19809
  • 1975-19849
  • 1981-19909
  • 1985-19949
  • 1991-19959
  • 1995-20049
  • 1996-20009
  • 2001-20059
  • 2005-20149
  • 2006-20109
  • 2011-20159
  • 2015 or later9
  • 2016-20229
  • Before 19199
  • Before 19459
Infrastructure20 fieldsBR

20 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Buried on the property10
  • Burned on the property10
  • Collected at the dwelling10
  • Deep or artesian well10
  • Deposited in a collection skip10
  • Ditch10
  • Dumped on wasteland or public area10
  • Other destination10
  • Other water source10
  • Piped (general network)10
  • River, lake or stream10
  • River, lake, stream or sea10
  • Rudimentary pit10
  • Septic tank connected to network10
  • Septic tank not connected to network10
  • Sewer or rainwater network10
  • Shallow well or spring pit10
  • Spring or mine source10
  • Stored rainwater10
  • Water tanker truck10
Apartment Structure19 fieldsDE

19 fields. Each entry shows the field name followed by the number of cities it is available in.

  • 1 room22
  • 2 rooms22
  • 3 rooms22
  • 4 rooms22
  • 5 rooms22
  • 6 rooms22
  • 7 or more rooms22
  • Detached single-family house22
  • Detached two-family house22
  • In Ge Amt Wohnungen22
  • In Ge Amt Wohnungen22
  • Multi-family house (13+ apartments)22
  • Multi-family house (3-6 apartments)22
  • Multi-family house (7-12 apartments)22
  • Other building type22
  • Single-/semi-detached house22
  • Single-family terraced house22
  • Two-family semi-detached house22
  • Two-family terraced house22
Occupation18 fieldsAU · CA

18 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Art, culture, recreation and sport occupations17
  • Business, finance and administration occupations17
  • Education, law and social, community and government services17
  • Health occupations17
  • Legislative and senior management occupations17
  • Natural and applied sciences and related occupations17
  • Natural resources, agriculture and related production17
  • Occupations in manufacturing and utilities17
  • Sales and service occupations17
  • Trades, transport and equipment operators17
  • Clerical and administrative workers12
  • Community and personal service workers12
  • Labourers12
  • Machinery operators and drivers12
  • Managers12
  • Professionals12
  • Sales workers12
  • Technicians and trades workers12
Tenure and landlord type16 fieldsAU · CA · ES · GB · NL

16 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Owned outright24
  • Owned with a mortgage or loan24
  • Other tenure22
  • Rented22
  • Dwelling provided by the local government, First Nation or Indian band17
  • Owner17
  • Renter17
  • Lives rent free12
  • Private rented12
  • Shared ownership12
  • Social rented12
  • Tenure type not stated12
  • Owned10
  • Owner-occupied9
  • Rental9
  • Social housing units9
Highest non-school qualification13 fieldsAU · GB

13 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Advanced diploma / diploma12
  • Apprenticeship12
  • Bachelor degree12
  • Certificate I / II12
  • Certificate III / IV12
  • Graduate diploma / certificate12
  • Level 1 and entry level12
  • Level 212
  • Level 312
  • Level 4 and above12
  • No qualifications12
  • Other qualifications12
  • Postgraduate degree12
Income by source (share)9 fieldsES · FR

9 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Activity income share10
  • Capital income share10
  • Other benefits10
  • Other income10
  • Pensions10
  • Pensions & retirement share10
  • Social benefits share10
  • Unemployment benefits10
  • Wages & salaries10
Socio Economic Classification9 fieldsGB

9 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Full-time students12
  • Higher managerial & professional12
  • Intermediate occupations12
  • Lower managerial & professional12
  • Lower supervisory & technical12
  • Never worked & long-term unemployed12
  • Routine occupations12
  • Semi-routine occupations12
  • Small employers & own-account workers12
Accommodation type8 fieldsGB

8 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Caravan or temporary structure12
  • Converted or shared house12
  • Detached12
  • In a commercial building12
  • Other converted building12
  • Purpose-built flat or tenement12
  • Semi-detached12
  • Terraced12
Income Medians8 fieldsAU · CA

8 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Median after-tax household income in 2020 (CAD)17
  • Median individual total income in 2020 (CAD)17
  • Median total household income in 2020 (CAD)17
  • Median monthly mortgage repayment (AUD)12
  • Median weekly family income (AUD)12
  • Median weekly household income (AUD)12
  • Median weekly personal income (AUD)12
  • Median weekly rent (AUD)12
Socio Professional8 fieldsFR

8 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Artisans, traders & business owners10
  • Clerical & service employees10
  • Farmers10
  • Intermediate professions10
  • Managers & higher professions10
  • Manual workers10
  • Other / no occupation10
  • Retired10
Cost7 fieldsDE

7 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Average net rent per m222
  • Average net rent per m222
  • Built after 1990 / 65 m2 or less22
  • Built after 1990 / Over 65 m222
  • Built in 1990 or earlier / 65 m2 or less22
  • Built in 1990 or earlier / Over 65 m222
  • Number of apartments22
Dwellings6 fieldsCH · ES · NL

6 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Total dwellings18
  • Primary residence10
  • Secondary residence10
  • Floor area total9
  • Multi-family dwellings9
  • Unoccupied dwellings9
Economic activity status6 fieldsES · GB

6 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Economically active (excl. full-time students)12
  • Economically active full-time student12
  • Economically inactive12
  • Activity rate10
  • Employment rate10
  • Unemployment rate10
Highest year of school completed6 fieldsAU

6 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Did not go to school12
  • Year 10 or equivalent12
  • Year 11 or equivalent12
  • Year 12 or equivalent12
  • Year 8 or below12
  • Year 9 or equivalent12
Income distribution6 fieldsFR

6 fields. Each entry shows the field name followed by the number of cities it is available in.

  • 1st decile income (EUR/yr per CU)10
  • 9th decile income (EUR/yr per CU)10
  • Gini index10
  • Interdecile ratio (D9/D1)10
  • Median disposable income (EUR/yr per CU)10
  • Poverty rate (60% threshold)10
Owner Costs6 fieldsUS

6 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Aggregate selected monthly owner costs (dollars)35
  • Aggregate selected monthly owner costs (dollars): Housing units with a mortgage (dollars)35
  • Aggregate selected monthly owner costs (dollars): Housing units without a mortgage (dollars)35
  • Median selected monthly owner costs (dollars): Housing units with a mortgage (dollars)35
  • Median selected monthly owner costs (dollars): Housing units without a mortgage (dollars)35
  • Median selected monthly owner costs (dollars): Total35
Rooms6 fieldsCH

6 fields. Each entry shows the field name followed by the number of cities it is available in.

  • 1 room9
  • 2 rooms9
  • 3 rooms9
  • 4 rooms9
  • 5 rooms9
  • 6+ rooms9
Highest certificate, diploma or degree5 fieldsCA · ES

5 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Bachelor's degree or higher17
  • High (secondary) school diploma or equivalency17
  • No certificate, diploma or degree17
  • Postsecondary certificate or diploma below bachelor level17
  • Completed higher education10
Household deprivation5 fieldsGB

5 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Deprived in 1 dimension12
  • Deprived in 2 dimensions12
  • Deprived in 3 dimensions12
  • Deprived in 4 dimensions12
  • Not deprived in any dimension12
Motor vehicles per dwelling5 fieldsAU

5 fields. Each entry shows the field name followed by the number of cities it is available in.

  • 1 motor vehicle12
  • 2 motor vehicles12
  • 3 motor vehicles12
  • 4 or more motor vehicles12
  • No motor vehicle12
Car or van availability4 fieldsGB

4 fields. Each entry shows the field name followed by the number of cities it is available in.

  • 1 car or van12
  • 2 cars or vans12
  • 3 or more cars or vans12
  • No car or van12
Socio-Economic Indexes (SEIFA)4 fieldsAU

4 fields. Each entry shows the field name followed by the number of cities it is available in.

  • SEIFA IEO score (education & occupation)11
  • SEIFA IER score (economic resources)11
  • SEIFA IRSAD score (advantage & disadvantage)11
  • SEIFA IRSD score (disadvantage)11
Buildings3 fieldsCH

3 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Multi-family9
  • Residential buildings9
  • Single-family9
Labour force status3 fieldsAU · CA

3 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Employed29
  • Unemployed29
  • Not in the labour force17
Ownership And Vacancy3 fieldsDE

3 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Market-active vacancy rate22
  • Owner occupancy rate22
  • Vacancy rate22
Income inequality2 fieldsES

2 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Gini coefficient10
  • P80/P20 income ratio10
Low Income2 fieldsCA

2 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Prevalence of low income (LICO-AT) (%)17
  • Prevalence of low income (LIM-AT) (%)17
Space2 fieldsDE

2 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Average living space per apartment22
  • Average living space per resident22
Income Poverty1 fieldsFR

1 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Poor households10
Ownership1 fieldsFR

1 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Owner-occupier households10
Property Value1 fieldsNL

1 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Mean WOZ property value9
Social Security1 fieldsNL

1 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Benefit recipients9

Accessibility

How reachable a hex is: transit stops, pedestrian street length, and the mobility POIs that make a location practical to get to.

9 fieldsAU · BR · CA · CH · DE · ES · FR · GB · NL · US

9 fields. Each entry shows the field name followed by the number of cities it is available in.

  • Bike-share points147
  • Car rental points147
  • EV charging points147
  • Fuel stations147
  • Mixed-use score147
  • Parking facilities147
  • Pedestrian street length147
  • Taxi stands147
  • Transit stops147

How to read coverage

Every field carries a city count and a coverage bar. The bar is measured against the cities in that field’s own countries, not against all 147 — a Dutch census field present in all 9 Dutch cities has complete coverage, not six percent coverage.

Every city
Available in every city of the countries that publish it.
Most cities
Available in at least half of those cities.
Some cities
Available in 15% to 50% of those cities.
Few cities
Available in fewer than 15% — usually a rare place type.

Rare place types are real, but thin

400 of the 2,033 fields — almost all of them place types — sit in the bottom tier. Overture’s categories come from many contributors, so an unusual type often reflects one city’s tagging habits rather than a genuine absence elsewhere. Filter to Every city or Most cities when you need a field that behaves consistently across a portfolio.

Where the demographic data comes from

There are 1,000 demographic and housing fields in the catalog, and none of them are modelled or purchased — each is a published census statistic, resampled onto the hex grid. The source per country:

Statistical source and city coverage behind MapBees demographic fields, by country.
CountryDemographic sourceCities
United StatesNHGIS 202035 Albuquerque, Austin, Baltimore, Boston, Charlotte, Chicago, Columbus, Dallas, Denver, Detroit, El Paso, Fort Worth, Fresno, Houston, Indianapolis, Jacksonville, Las Vegas, Los Angeles, Louisville, Memphis, Milwaukee, Nashville, New York City, Oklahoma City, Philadelphia, Phoenix, Portland, Sacramento, San Antonio, San Diego, San Francisco, San Jose, Seattle, Tucson, Washington, D.C.
GermanyZensus 202222 Berlin, Bielefeld, Bochum, Bonn, Bremen, Cologne (Köln), Dortmund, Dresden, Duisburg, Düsseldorf, Essen, Frankfurt am Main, Hamburg, Hanover (Hannover), Karlsruhe, Leipzig, Mannheim, Munich (München), Münster, Nuremberg (Nürnberg), Stuttgart, Wuppertal
CanadaStatCan Census 202117 Brampton, Calgary, Edmonton, Halifax, Hamilton, Laval, London (Ontario), Markham, Mississauga, Montreal (Montréal), Ottawa, Quebec City (Québec), Surrey, Toronto, Vancouver, Vaughan, Winnipeg
United KingdomONS Census 202113 Birmingham, Bradford, Bristol, Cardiff (Caerdydd), Coventry, Leeds, Leicester, Liverpool, London, Manchester, Newcastle upon Tyne, Nottingham, Sheffield
AustraliaABS Census 202112 Adelaide, Brisbane, Canberra, Darwin, Gold Coast, Hobart, Melbourne, Newcastle, Perth, Sunshine Coast, Sydney, Wollongong
BrazilIBGE Censo 202210 Belo Horizonte, Brasilia, Curitiba, Fortaleza, Manaus, Porto Alegre, Recife, Rio de Janeiro, Salvador, Sao Paulo
FranceFilosofi / IRIS public census datasets10 Bordeaux, Lille, Lyon, Marseille, Montpellier, Nantes, Nice, Paris, Strasbourg, Toulouse
SpainINE Censo 202110 Alicante (Alacant), Barcelona, Bilbao, Madrid, Málaga, Murcia, Palma, Seville (Sevilla), Valencia (València), Zaragoza
NetherlandsCBS Vierkantstatistieken 100m9 Almere, Amsterdam, Breda, Eindhoven, Groningen, Rotterdam, The Hague, Tilburg, Utrecht
SwitzerlandBFS STATPOP + GWS hectare grid9 Basel, Bern, Geneva, Lausanne, Lucerne, Lugano, St. Gallen, Winterthur, Zürich

Place, building, and accessibility fields come from Overture Maps and are computed identically in every city, which is what makes cross-country comparison meaningful at all.

To use any of these fields on a live map, open the map app, or browse city and neighbourhood pages for a pre-built view. This catalog is decision-support context built from public data: use it to shortlist and compare areas, then confirm the shortlist with local checks.

Quick questions

How many data fields does MapBees have?

2,033 selectable fields in five categories: 14 building volume categories, 1,010 specific place types across 14 families, 503 population and age fields, 497 affluence fields, and 9 accessibility signals.

Which countries and cities does MapBees cover?

147 cities across 10 countries: the United States, Germany, Canada, the United Kingdom, Australia, Brazil, France, Spain, the Netherlands, and Switzerland. Each field on this page lists the countries it exists in and how many of their cities carry it.

Where does the demographic data come from?

National census releases, not modelled or purchased estimates — Zensus 2022 in Germany, NHGIS 2020 in the United States, ONS Census 2021 in the UK, StatCan Census 2021 in Canada, ABS Census 2021 in Australia, IBGE Censo 2022 in Brazil, and the equivalent office in each other country. Place and building data comes from Overture Maps.

Why do some fields exist in only a few cities?

Place categories come from open map data contributed city by city, so an unusual type such as a specialist clinic may be tagged in one city and absent in another. Each field shows a coverage bar; filter to "Every city" or "Most cities" for fields that behave consistently across a portfolio.

Are the same fields available in every country?

Building volume, place types, and accessibility are computed identically everywhere because they come from one global source. Population and affluence fields differ by country, because each national statistics office publishes different tables — Germany's income bands are not Australia's.

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.