Accuracy vs Google — Data API docs

Countries measured13

Median M169.5%

Best marketSwitzerlandM1 75.5%

POIs sampled27,716across all countries

Country comparison

Entity agreement, Google coverage and F1 per country, best agreement first
Country	Entity agreement (M1)	Google coverage (M2)	F1	Benchmarked
SwitzerlandCH	75.5% ±1.7	32.7%	45.6%	2026-07-31
United StatesUS	74.6% ±1.9	57.9%	65.2%	2026-07-31
New ZealandNZ	74.0% ±1.8	38.0%	50.2%	2026-08-02
SpainES	73.4% ±1.9	25.9%	38.3%	2026-08-03
AustraliaAU	73.3% ±1.8	55.0%	62.8%	2026-07-31
GermanyDE	71.5% ±1.9	46.2%	56.1%	2026-07-31
NetherlandsNL	69.5% ±1.9	35.9%	47.4%	2026-07-31
IndiaIN	69.3% ±2.1	10.2%	17.8%	2026-08-03
United KingdomGB	69.2% ±1.9	48.3%	56.9%	2026-07-28
SwedenSE	68.4% ±2.0	45.3%	54.5%	2026-07-31
FranceFR	67.8% ±1.9	39.8%	50.1%	2026-07-31
PolandPL	66.7% ±2.0	31.5%	42.8%	2026-08-01
TürkiyeTR	59.0% ±2.3	7.4%	13.2%	2026-07-31

Country detail

Expand a country for its per-category agreement, how agreement varies with the number of datasets that confirm a place, how it varies with population density, and which datasets feed it.

SwitzerlandCHM1 75.5%2026-07-31

Entity agreement by category

Entity agreement (M1) per category for Switzerland
Education
Primary School	77.2% ±8.5	n=92
Secondary School	67.4% ±9.4	n=92
University	62.8% ±10.0	n=86
Food & Drink
Restaurant	79.0% ±8.8	n=81
Cafe	75.4% ±10.0	n=69
Bar	80.0% ±10.0	n=60
Bakery	84.4% ±8.1	n=77
Meal Takeaway	64.7% ±15.3	n=34
Groceries
Supermarket	81.7% ±7.8	n=93
Grocery Store	66.7% ±9.9	n=84
Convenience Store	82.1% ±8.1	n=84
Health
Pharmacy	82.4% ±7.8	n=91
Doctor	81.0% ±8.3	n=84
Dentist	80.7% ±8.4	n=83
Hospital	77.9% ±8.3	n=95
Veterinary Care	86.4% ±7.5	n=81
Leisure
Gym	58.0% ±11.3	n=69
Park	53.2% ±10.9	n=77
Museum	70.0% ±9.9	n=80
Tourist Attraction	64.4% ±11.9	n=59
Lodging	80.0% ±8.7	n=80
Place Of Worship	75.0% ±9.3	n=80
Money
Bank	71.6% ±10.1	n=74
ATM	89.7% ±6.5	n=87
Post Office	31.9% ±10.5	n=72
Retail & Transport
Clothing Store	81.0% ±9.6	n=63
Hair Salon	83.6% ±8.5	n=73
Gas Station	80.2% ±8.3	n=86
Car Repair	91.4% ±6.7	n=70
Transit Station	86.9% ±6.7	n=99

By number of contributing sources

1 source68.5%n=875

2 sources75.7%n=851

3 sources84.9%n=629

By population density band

Dense urban74.1%n=1119

Urban77.2%n=868

Suburban75.7%n=350

Rural72.2%n=18

Where the data comes from

Base datasets

Foursquare OS PlacesGlobal release via the Foursquare Places Portal Iceberg catalog
OpenStreetMaphttps://download.geofabrik.de/europe/switzerland-latest.osm.pbf
Overture MapsPublic GeoParquet release, filtered to the country bounding box

Government registers

No government registers integrated yet

Population

Kontur Population Dataset · WorldPop population raster

Census & demographics

National census and income statistics

Public transport

TravelTime public transport network

United StatesUSM1 74.6%2026-07-31

Entity agreement by category

Entity agreement (M1) per category for United States
Education
Primary School	76.4% ±8.7	n=89
Secondary School	53.8% ±10.0	n=91
University	66.7% ±9.9	n=84
Food & Drink
Restaurant	77.6% ±10.5	n=58
Cafe	85.9% ±8.1	n=71
Bar	69.6% ±11.7	n=56
Bakery	90.4% ±8.2	n=52
Meal Takeaway	50.0% ±15.9	n=34
Groceries
Supermarket	87.0% ±6.9	n=92
Grocery Store	76.3% ±9.4	n=76
Convenience Store	87.7% ±7.6	n=73
Health
Pharmacy	76.1% ±9.8	n=71
Doctor	69.6% ±10.6	n=69
Dentist	60.9% ±11.2	n=69
Hospital	67.1% ±10.5	n=73
Veterinary Care	83.8% ±8.7	n=68
Leisure
Gym	66.7% ±11.9	n=57
Park	48.5% ±11.7	n=66
Museum	65.7% ±10.9	n=70
Tourist Attraction	67.2% ±11.0	n=67
Lodging	78.7% ±10.1	n=61
Place Of Worship	90.7% ±6.7	n=75
Money
Bank	78.4% ±11.1	n=51
ATM	79.0% ±10.0	n=62
Post Office	55.0% ±10.7	n=80
Retail & Transport
Clothing Store	74.5% ±11.2	n=55
Hair Salon	84.6% ±9.8	n=52
Gas Station	79.1% ±9.6	n=67
Car Repair	83.3% ±9.9	n=54
Transit Station	96.9% ±3.8	n=98

By number of contributing sources

1 source65.1%n=711

2 sources76.0%n=764

3 sources84.5%n=566

By population density band

Dense urban74.5%n=1570

Urban74.8%n=408

Suburban74.2%n=62

Rural100.0%n=1

Where the data comes from

Base datasets

Foursquare OS PlacesGlobal release via the Foursquare Places Portal Iceberg catalog
OpenStreetMaphttps://download.geofabrik.de/north-america/us-latest.osm.pbf
Overture MapsPublic GeoParquet release, filtered to the country bounding box

Government registers

NCES EDGE public school locationseducationauthoritative
NCES EDGE postsecondary school locationseducationauthoritative
CMS Hospital General Informationhealthcareauthoritative
HRSA Health Center Service Delivery Siteshealthcareauthoritative
CMS Nursing Homes Provider Informationhealthcareauthoritative
ACF Head Start center locationschildcareauthoritative
IMLS Public Libraries Surveylibrariesauthoritative
NREL AFDC Alternative Fueling Station Locatorev_chargingauthoritative
USFA National Fire Department Registrycivicauthoritative

Population

Kontur Population Dataset · WorldPop population raster

Census & demographics

National census and income statistics

Public transport

TravelTime public transport network

New ZealandNZM1 74.0%2026-08-02

Entity agreement by category

Entity agreement (M1) per category for New Zealand
Education
Primary School	58.5% ±9.8	n=94
Secondary School	43.5% ±9.9	n=92
University	65.1% ±10.1	n=83
Food & Drink
Restaurant	88.6% ±6.7	n=88
Cafe	73.5% ±10.3	n=68
Bar	84.0% ±8.3	n=75
Bakery	88.9% ±6.9	n=81
Meal Takeaway	71.0% ±11.0	n=62
Groceries
Supermarket	70.0% ±9.3	n=90
Grocery Store	73.8% ±9.3	n=84
Convenience Store	79.5% ±8.6	n=83
Health
Pharmacy	76.2% ±10.3	n=63
Doctor	75.9% ±9.1	n=83
Dentist	82.3% ±8.4	n=79
Hospital	87.5% ±6.9	n=88
Veterinary Care	75.9% ±9.1	n=83
Leisure
Gym	88.0% ±7.4	n=75
Park	54.5% ±11.7	n=66
Museum	81.6% ±8.1	n=87
Tourist Attraction	53.6% ±12.6	n=56
Lodging	88.4% ±7.6	n=69
Place Of Worship	80.6% ±9.0	n=72
Money
Bank	55.7% ±11.3	n=70
ATM	79.6% ±10.6	n=54
Post Office	43.1% ±11.1	n=72
Retail & Transport
Clothing Store	81.7% ±8.9	n=71
Hair Salon	83.3% ±8.9	n=66
Gas Station	78.9% ±8.3	n=90
Car Repair	80.0% ±8.9	n=75
Transit Station	72.7% ±23.4	n=11

By number of contributing sources

1 source61.7%n=681

2 sources74.5%n=812

3 sources84.8%n=737

By population density band

Dense urban73.6%n=2011

Urban79.0%n=162

Suburban63.0%n=27

Rural80.0%n=30

Where the data comes from

Base datasets

Foursquare OS PlacesGlobal release via the Foursquare Places Portal Iceberg catalog
OpenStreetMaphttps://download.geofabrik.de/australia-oceania/new-zealand-latest.osm.pbf
Overture MapsPublic GeoParquet release, filtered to the country bounding box

Government registers

HealthCERT certified providershealthcareauthoritative
Medsafe Pharmacy Licence Registerhealthcareauthoritative
DOC Hutsleisureauthoritative
DOC Campsitesleisureauthoritative
DOC Visitor Centresleisureauthoritative
EV Roam charging stationsev_chargingauthoritative
Education Counts — New Zealand Schools Directoryeducationauthoritative
Education Counts — Early Childhood Services Directorychildcareauthoritative

Population

Kontur Population Dataset

Census & demographics

Not available

Public transport

TravelTime public transport network

SpainESM1 73.4%2026-08-03

Entity agreement by category

Entity agreement (M1) per category for Spain
Education
Primary School	73.2% ±8.7	n=97
Secondary School	78.7% ±8.2	n=94
University	63.6% ±10.5	n=77
Food & Drink
Restaurant	81.0% ±8.6	n=79
Cafe	86.4% ±8.3	n=66
Bar	78.3% ±9.6	n=69
Bakery	75.4% ±10.3	n=65
Meal Takeaway	67.7% ±15.6	n=31
Groceries
Supermarket	83.5% ±7.8	n=85
Grocery Store	71.2% ±10.2	n=73
Convenience Store	73.6% ±10.0	n=72
Health
Pharmacy	73.1% ±10.4	n=67
Doctor	65.2% ±11.0	n=69
Dentist	74.7% ±9.7	n=75
Hospital	76.4% ±8.7	n=89
Veterinary Care	85.4% ±7.6	n=82
Leisure
Gym	73.6% ±10.0	n=72
Park	45.7% ±11.4	n=70
Museum	64.5% ±10.5	n=76
Tourist Attraction	68.3% ±11.5	n=60
Lodging	88.9% ±6.9	n=81
Place Of Worship	84.0% ±8.0	n=81
Money
Bank	60.3% ±11.7	n=63
ATM	74.7% ±9.7	n=75
Post Office	62.7% ±10.7	n=75
Retail & Transport
Clothing Store	74.6% ±10.9	n=59
Hair Salon	77.2% ±9.1	n=79
Gas Station	68.2% ±11.0	n=66
Car Repair	68.3% ±11.2	n=63
Transit Station	69.1% ±11.9	n=55

By number of contributing sources

1 source64.8%n=896

2 sources77.5%n=742

3 sources82.4%n=527

By population density band

Dense urban72.8%n=1649

Urban76.2%n=403

Suburban74.5%n=102

Rural63.6%n=11

Where the data comes from

Base datasets

Foursquare OS PlacesGlobal release via the Foursquare Places Portal Iceberg catalog
OpenStreetMaphttps://download.geofabrik.de/europe/spain-latest.osm.pbf
Overture MapsPublic GeoParquet release, filtered to the country bounding box

Government registers

REGCESS — centros sanitarios con internamientohealthcareauthoritative
REGCESS — centros sanitarios sin internamientohealthcareauthoritative
REGCESS — establecimientos sanitarioshealthcareauthoritative
Directorio y Censo de Bibliotecas Españolaslibrariesauthoritative
Puntos de recarga eléctrica (DGT / MITECO)ev_chargingauthoritative

Population

Kontur Population Dataset · WorldPop population raster

Census & demographics

National census and income statistics

Public transport

TravelTime public transport network

AustraliaAUM1 73.3%2026-07-31

Entity agreement by category

Entity agreement (M1) per category for Australia
Education
Primary School	60.8% ±9.5	n=97
Secondary School	49.5% ±10.1	n=91
University	66.7% ±10.1	n=81
Food & Drink
Restaurant	79.7% ±8.8	n=79
Cafe	73.7% ±9.7	n=76
Bar	86.4% ±8.3	n=66
Bakery	73.0% ±9.9	n=74
Meal Takeaway	80.0% ±12.1	n=40
Groceries
Supermarket	81.9% ±7.7	n=94
Grocery Store	74.4% ±9.3	n=82
Convenience Store	75.9% ±9.1	n=83
Health
Pharmacy	66.3% ±9.6	n=89
Doctor	73.1% ±9.7	n=78
Dentist	74.7% ±9.4	n=79
Hospital	74.2% ±9.0	n=89
Veterinary Care	82.2% ±8.7	n=73
Leisure
Gym	77.3% ±9.3	n=75
Park	72.8% ±9.5	n=81
Museum	79.0% ±8.8	n=81
Tourist Attraction	55.6% ±12.8	n=54
Lodging	85.7% ±7.5	n=84
Place Of Worship	75.3% ±9.2	n=81
Money
Bank	52.4% ±12.0	n=63
ATM	62.9% ±11.7	n=62
Post Office	76.3% ±9.2	n=80
Retail & Transport
Clothing Store	70.6% ±10.6	n=68
Hair Salon	75.0% ±10.4	n=64
Gas Station	73.5% ±9.3	n=83
Car Repair	74.2% ±10.3	n=66
Transit Station	89.9% ±6.0	n=99

By number of contributing sources

1 source61.4%n=738

2 sources75.9%n=905

3 sources82.8%n=669

By population density band

Dense urban73.4%n=2207

Urban70.5%n=95

Suburban80.0%n=10

Where the data comes from

Base datasets

Foursquare OS PlacesGlobal release via the Foursquare Places Portal Iceberg catalog
OpenStreetMaphttps://download.geofabrik.de/australia-oceania/australia-latest.osm.pbf
Overture MapsPublic GeoParquet release, filtered to the country bounding box

Government registers

ACARA School Locationseducationauthoritative
AIHW MyHospitalshealthcareauthoritative
GEN Aged Care Service Listhealthcareauthoritative
National HealthDirect Health Facilities (Geoscience Australia)healthcareauthoritative
Emergency Management Facilities (Geoscience Australia)civicauthoritative

Population

Kontur Population Dataset · WorldPop population raster

Census & demographics

National census and income statistics

Public transport

TravelTime public transport network

GermanyDEM1 71.5%2026-07-31

Entity agreement by category

Entity agreement (M1) per category for Germany
Education
Primary School	66.3% ±9.5	n=92
Secondary School	65.3% ±9.4	n=95
University	65.1% ±10.1	n=83
Food & Drink
Restaurant	85.2% ±7.7	n=81
Cafe	70.4% ±9.8	n=81
Bar	84.8% ±8.6	n=66
Bakery	71.4% ±10.9	n=63
Meal Takeaway	47.4% ±15.1	n=38
Groceries
Supermarket	80.5% ±8.3	n=87
Grocery Store	78.8% ±9.7	n=66
Convenience Store	79.8% ±8.5	n=84
Health
Pharmacy	83.3% ±7.9	n=84
Doctor	54.2% ±11.2	n=72
Dentist	66.7% ±10.4	n=75
Hospital	61.2% ±10.1	n=85
Veterinary Care	63.4% ±10.9	n=71
Leisure
Gym	68.3% ±9.9	n=82
Park	47.3% ±11.1	n=74
Museum	67.5% ±10.1	n=80
Tourist Attraction	81.1% ±10.4	n=53
Lodging	88.1% ±7.0	n=84
Place Of Worship	78.5% ±8.9	n=79
Money
Bank	67.1% ±10.3	n=76
ATM	75.3% ±9.2	n=81
Post Office	65.7% ±10.9	n=70
Retail & Transport
Clothing Store	68.8% ±11.1	n=64
Hair Salon	67.2% ±11.2	n=64
Gas Station	71.8% ±9.8	n=78
Car Repair	77.9% ±9.7	n=68
Transit Station	83.7% ±7.3	n=98

By number of contributing sources

1 source64.5%n=857

2 sources66.9%n=717

3 sources84.9%n=700

By population density band

Dense urban71.1%n=1226

Urban70.2%n=799

Suburban78.9%n=223

Rural69.2%n=26

Where the data comes from

Base datasets

Foursquare OS PlacesGlobal release via the Foursquare Places Portal Iceberg catalog
OpenStreetMaphttps://download.geofabrik.de/europe/germany-latest.osm.pbf
Overture MapsPublic GeoParquet release, filtered to the country bounding box

Government registers

No government registers integrated yet

Population

Kontur Population Dataset · WorldPop population raster

Census & demographics

National census and income statistics

Public transport

TravelTime public transport network

NetherlandsNLM1 69.5%2026-07-31

Entity agreement by category

Entity agreement (M1) per category for Netherlands
Education
Primary School	48.9% ±10.1	n=90
Secondary School	44.3% ±10.7	n=79
University	60.2% ±10.3	n=83
Food & Drink
Restaurant	78.0% ±8.8	n=82
Cafe	78.6% ±9.5	n=70
Bar	71.2% ±11.3	n=59
Bakery	67.1% ±10.5	n=73
Meal Takeaway	55.2% ±17.0	n=29
Groceries
Supermarket	66.3% ±9.8	n=86
Grocery Store	80.3% ±8.9	n=76
Convenience Store	77.5% ±8.6	n=89
Health
Pharmacy	67.1% ±10.8	n=70
Doctor	73.6% ±10.0	n=72
Dentist	74.3% ±9.8	n=74
Hospital	68.2% ±9.7	n=85
Veterinary Care	74.7% ±9.4	n=79
Leisure
Gym	73.8% ±9.5	n=80
Park	39.3% ±12.4	n=56
Museum	64.1% ±10.4	n=78
Tourist Attraction	57.8% ±11.8	n=64
Lodging	70.6% ±12.1	n=51
Place Of Worship	69.1% ±9.9	n=81
Money
Bank	62.1% ±16.7	n=29
ATM	92.1% ±5.7	n=89
Post Office	71.2% ±10.2	n=73
Retail & Transport
Clothing Store	70.8% ±10.8	n=65
Hair Salon	77.0% ±10.4	n=61
Gas Station	64.1% ±10.4	n=78
Car Repair	71.4% ±10.9	n=63
Transit Station	91.0% ±5.7	n=100

By number of contributing sources

1 source62.7%n=885

2 sources66.2%n=627

3 sources82.1%n=652

By population density band

Dense urban68.1%n=872

Urban70.5%n=943

Suburban70.3%n=333

Rural75.0%n=16

Where the data comes from

Base datasets

Foursquare OS PlacesGlobal release via the Foursquare Places Portal Iceberg catalog
OpenStreetMaphttps://download.geofabrik.de/europe/netherlands-latest.osm.pbf
Overture MapsPublic GeoParquet release, filtered to the country bounding box

Government registers

DUO Onderwijsdata school addresseseducationauthoritative
Landelijk Register Kinderopvang (LRK)childcareauthoritative
RCE Museum Register (Rijksdienst voor het Cultureel Erfgoed)museumsauthoritative
NDW National Charge Point Locationsev_chargingauthoritative
Politiebureaus (politie.nl)civicauthoritative
Register van Overheidsorganisaties (ROO)civicauthoritative
Rijksmonumentenregisterheritage

Population

Kontur Population Dataset · WorldPop population raster

Census & demographics

National census and income statistics

Public transport

TravelTime public transport network

IndiaINM1 69.3%2026-08-03

Entity agreement by category

Entity agreement (M1) per category for India
Education
Primary School	75.0% ±9.6	n=76
Secondary School	74.3% ±9.8	n=74
University	60.0% ±12.5	n=55
Food & Drink
Restaurant	77.1% ±9.7	n=70
Cafe	73.1% ±11.7	n=52
Bar	56.6% ±12.9	n=53
Bakery	61.9% ±11.7	n=63
Meal Takeaway	35.1% ±14.7	n=37
Groceries
Supermarket	72.7% ±9.8	n=77
Grocery Store	61.5% ±23.4	n=13
Convenience Store	63.6% ±12.3	n=55
Health
Pharmacy	82.2% ±8.7	n=73
Doctor	54.5% ±12.7	n=55
Dentist	82.1% ±8.4	n=78
Hospital	77.9% ±9.1	n=77
Veterinary Care	72.1% ±11.0	n=61
Leisure
Gym	73.4% ±10.6	n=64
Park	50.0% ±11.4	n=70
Museum	67.1% ±10.5	n=73
Tourist Attraction	53.2% ±10.9	n=77
Lodging	76.0% ±9.5	n=75
Place Of Worship	71.1% ±9.6	n=83
Money
Bank	83.6% ±8.5	n=73
ATM	67.5% ±13.9	n=40
Post Office	46.4% ±17.3	n=28
Retail & Transport
Clothing Store	72.1% ±10.4	n=68
Hair Salon	74.1% ±11.0	n=58
Gas Station	85.4% ±7.3	n=89
Car Repair	76.2% ±10.3	n=63
Transit Station	53.3% ±11.0	n=75

By number of contributing sources

1 source64.1%n=1101

2 sources76.1%n=666

3 sources78.3%n=138

By population density band

Dense urban69.2%n=1350

Urban72.4%n=362

Suburban64.7%n=170

Rural65.2%n=23

Where the data comes from

Base datasets

Foursquare OS PlacesGlobal release via the Foursquare Places Portal Iceberg catalog
OpenStreetMaphttps://download.geofabrik.de/asia/india-latest.osm.pbf
Overture MapsPublic GeoParquet release, filtered to the country bounding box

Government registers

All India Pincode Directorycivicauthoritative
Geocoded health centres (Ministry of Health & Family Welfare)healthcareauthoritative
National Hospital Directoryhealthcareauthoritative
Blood bank directory (National Health Portal)healthcareauthoritative
Fair Price Shops, Maharashtraretailauthoritative

Population

Kontur Population Dataset

Census & demographics

Not available

Public transport

TravelTime public transport network

United KingdomGBM1 69.2%2026-07-28

Entity agreement by category

Entity agreement (M1) per category for United Kingdom
Education
Primary School	66.7% ±9.4	n=93
Secondary School	36.8% ±9.9	n=87
University	60.5% ±10.7	n=76
Food & Drink
Restaurant	78.6% ±9.5	n=70
Cafe	78.1% ±9.4	n=73
Bar	77.6% ±9.2	n=76
Bakery	71.9% ±10.8	n=64
Meal Takeaway	52.9% ±15.9	n=34
Groceries
Supermarket	80.0% ±8.0	n=95
Grocery Store	78.8% ±8.9	n=80
Convenience Store	73.4% ±9.6	n=79
Health
Pharmacy	75.0% ±9.1	n=84
Doctor	75.9% ±9.1	n=83
Dentist	72.7% ±9.2	n=88
Hospital	62.2% ±9.8	n=90
Veterinary Care	76.4% ±9.7	n=72
Leisure
Gym	64.3% ±11.0	n=70
Park	45.2% ±11.1	n=73
Museum	67.6% ±10.4	n=74
Tourist Attraction	50.0% ±11.4	n=70
Lodging	82.5% ±8.3	n=80
Place Of Worship	72.7% ±9.2	n=88
Money
Bank	79.0% ±10.0	n=62
ATM	75.9% ±10.8	n=58
Post Office	56.9% ±11.1	n=72
Retail & Transport
Clothing Store	70.7% ±11.4	n=58
Hair Salon	79.0% ±10.0	n=62
Gas Station	54.3% ±11.4	n=70
Car Repair	58.9% ±12.5	n=56
Transit Station	87.9% ±6.5	n=99

By number of contributing sources

1 source52.8%n=604

2 sources66.5%n=713

3 sources82.2%n=919

By population density band

Dense urban70.9%n=1308

Urban67.0%n=772

Suburban65.5%n=145

Rural81.8%n=11

Where the data comes from

Base datasets

Foursquare OS PlacesGlobal release via the Foursquare Places Portal Iceberg catalog
OpenStreetMaphttps://download.geofabrik.de/europe/united-kingdom-latest.osm.pbf
Overture MapsPublic GeoParquet release, filtered to the country bounding box

Government registers

Food Hygiene Rating Scheme (FHRS)food
Care Quality Commission (CQC)healthcareauthoritative
NHS Organisation Data Service (ODS)healthcareauthoritative
Get Information About Schools (GIAS)educationauthoritative
Sport England Active Places Powerleisureauthoritative
HMCTS Courts and Tribunals Findercivicauthoritative
Fire Station Locations (Home Office / StatsWales)civicauthoritative
Police Station Directory (data.police.uk)civicauthoritative
Basic dataset of public libraries (Arts Council England / SLIC / Welsh Government / Libraries NI)librariesauthoritative

Population

Kontur Population Dataset · WorldPop population raster

Census & demographics

National census and income statistics

Public transport

TravelTime public transport network

SwedenSEM1 68.4%2026-07-31

Entity agreement by category

Entity agreement (M1) per category for Sweden
Education
Primary School	63.2% ±9.5	n=95
Secondary School	56.5% ±9.9	n=92
University	58.1% ±11.0	n=74
Food & Drink
Restaurant	73.4% ±10.6	n=64
Cafe	58.8% ±11.4	n=68
Bar	70.2% ±11.6	n=57
Bakery	72.2% ±11.6	n=54
Meal Takeaway	71.4% ±13.2	n=42
Groceries
Supermarket	78.7% ±8.4	n=89
Grocery Store	77.0% ±10.4	n=61
Convenience Store	73.5% ±10.3	n=68
Health
Pharmacy	65.9% ±9.7	n=88
Doctor	67.2% ±11.5	n=61
Dentist	69.5% ±11.4	n=59
Hospital	58.8% ±10.2	n=85
Veterinary Care	57.4% ±13.6	n=47
Leisure
Gym	73.3% ±9.8	n=75
Park	50.8% ±11.8	n=65
Museum	59.2% ±11.1	n=71
Tourist Attraction	48.0% ±11.0	n=75
Lodging	76.1% ±9.8	n=71
Place Of Worship	85.9% ±7.1	n=92
Money
Bank	78.6% ±10.6	n=56
ATM	91.3% ±5.9	n=92
Post Office	65.6% ±11.3	n=64
Retail & Transport
Clothing Store	51.4% ±15.3	n=37
Hair Salon	57.1% ±13.4	n=49
Gas Station	78.7% ±9.2	n=75
Car Repair	61.2% ±13.2	n=49
Transit Station	78.8% ±8.0	n=99

By number of contributing sources

1 source62.4%n=856

2 sources66.0%n=611

3 sources79.2%n=607

By population density band

Dense urban68.4%n=1738

Urban70.5%n=271

Suburban58.3%n=60

Rural60.0%n=5

Where the data comes from

Base datasets

Foursquare OS PlacesGlobal release via the Foursquare Places Portal Iceberg catalog
OpenStreetMaphttps://download.geofabrik.de/europe/sweden-latest.osm.pbf
Overture MapsPublic GeoParquet release, filtered to the country bounding box

Government registers

Skolverket Skolenhetsregistreteducationauthoritative
Läkemedelsverket öppenvårdsapotekhealthcareauthoritative

Population

Kontur Population Dataset · WorldPop population raster

Census & demographics

National census and income statistics

Public transport

TravelTime public transport network

FranceFRM1 67.8%2026-07-31

Entity agreement by category

Entity agreement (M1) per category for France
Education
Primary School	38.8% ±10.4	n=80
Secondary School	43.5% ±9.9	n=92
University	42.3% ±10.7	n=78
Food & Drink
Restaurant	84.4% ±8.1	n=77
Cafe	82.4% ±8.6	n=74
Bar	73.6% ±10.0	n=72
Bakery	74.0% ±9.6	n=77
Meal Takeaway	55.6% ±15.4	n=36
Groceries
Supermarket	75.6% ±9.0	n=86
Grocery Store	76.3% ±9.4	n=76
Convenience Store	82.1% ±8.1	n=84
Health
Pharmacy	74.4% ±9.3	n=82
Doctor	69.4% ±10.4	n=72
Dentist	73.8% ±10.8	n=61
Hospital	49.4% ±10.5	n=83
Veterinary Care	73.6% ±10.0	n=72
Leisure
Gym	78.4% ±9.3	n=74
Park	50.8% ±12.0	n=63
Museum	62.5% ±10.4	n=80
Tourist Attraction	65.5% ±11.9	n=58
Lodging	86.2% ±7.3	n=87
Place Of Worship	86.8% ±7.6	n=76
Money
Bank	66.7% ±10.2	n=78
ATM	86.7% ±7.3	n=83
Post Office	29.6% ±9.8	n=81
Retail & Transport
Clothing Store	71.4% ±10.9	n=63
Hair Salon	73.8% ±10.8	n=61
Gas Station	62.1% ±11.4	n=66
Car Repair	68.4% ±11.7	n=57
Transit Station	72.7% ±9.2	n=88

By number of contributing sources

1 source60.2%n=942

2 sources67.0%n=679

3 sources80.7%n=596

By population density band

Dense urban68.3%n=1381

Urban67.2%n=634

Suburban67.0%n=188

Rural57.1%n=14

Where the data comes from

Base datasets

Foursquare OS PlacesGlobal release via the Foursquare Places Portal Iceberg catalog
OpenStreetMaphttps://download.geofabrik.de/europe/france-latest.osm.pbf
Overture MapsPublic GeoParquet release, filtered to the country bounding box

Government registers

Annuaire de l'éducationeducationauthoritative
FINESS — Fichier National des Établissements Sanitaires et Sociauxhealthcareauthoritative
Muséofile — Musées de Francemuseumsauthoritative
Adresses des bibliothèques publiqueslibrariesauthoritative
INSEE Base Permanente des Équipements (BPE)childcareauthoritative
DILA Annuaire de l'administrationcivicauthoritative
Fichier consolidé des bornes de recharge (IRVE)ev_chargingauthoritative
Data ES — Recensement des équipements sportifssportauthoritative
La Poste — points de contactcivicauthoritative
Alim'confiance — contrôles sanitairesfood
Base Mérimée — monuments historiquesheritage

Population

Kontur Population Dataset · WorldPop population raster

Census & demographics

National census and income statistics

Public transport

TravelTime public transport network

PolandPLM1 66.7%2026-08-01

Entity agreement by category

Entity agreement (M1) per category for Poland
Education
Primary School	50.6% ±10.2	n=89
Secondary School	60.0% ±11.2	n=70
University	63.0% ±10.3	n=81
Food & Drink
Restaurant	86.4% ±8.8	n=59
Cafe	74.3% ±9.8	n=74
Bar	82.1% ±9.1	n=67
Bakery	68.4% ±11.7	n=57
Meal Takeaway	62.7% ±12.8	n=51
Groceries
Supermarket	89.9% ±6.4	n=89
Grocery Store	67.6% ±15.0	n=34
Convenience Store	87.5% ±7.3	n=80
Health
Pharmacy	72.4% ±9.2	n=87
Doctor	62.4% ±10.1	n=85
Dentist	76.2% ±9.0	n=84
Hospital	51.2% ±10.5	n=84
Veterinary Care	74.7% ±9.0	n=87
Leisure
Gym	72.7% ±9.8	n=77
Park	45.5% ±11.7	n=66
Museum	57.8% ±10.0	n=90
Tourist Attraction	73.0% ±10.7	n=63
Lodging	67.4% ±9.7	n=86
Place Of Worship	66.2% ±10.3	n=77
Money
Bank	35.8% ±12.5	n=53
ATM	66.7% ±10.6	n=72
Post Office	37.1% ±11.7	n=62
Retail & Transport
Clothing Store	76.9% ±12.8	n=39
Hair Salon	64.3% ±12.2	n=56
Gas Station	67.2% ±11.2	n=64
Car Repair	61.3% ±16.2	n=31
Transit Station	76.2% ±17.2	n=21

By number of contributing sources

1 source65.1%n=1034

2 sources65.2%n=618

3 sources73.6%n=383

By population density band

Dense urban66.9%n=1497

Urban67.4%n=389

Suburban66.2%n=133

Rural43.8%n=16

Where the data comes from

Base datasets

Foursquare OS PlacesGlobal release via the Foursquare Places Portal Iceberg catalog
OpenStreetMaphttps://download.geofabrik.de/europe/poland-latest.osm.pbf
Overture MapsPublic GeoParquet release, filtered to the country bounding box

Government registers

Rejestr Szkół i Placówek Oświatowych (RSPO)educationauthoritative
Rejestr Aptek (Główny Inspektorat Farmaceutyczny)healthcareauthoritative
Ewidencja Infrastruktury Paliw Alternatywnych (EIPA)ev_chargingauthoritative

Population

Kontur Population Dataset · WorldPop population raster

Census & demographics

National census and income statistics

Public transport

TravelTime public transport network

TürkiyeTRM1 59.0%2026-07-31

Entity agreement by category

Entity agreement (M1) per category for Türkiye
Education
Primary School	56.5% ±10.3	n=85
Secondary School	63.0% ±10.3	n=81
University	59.5% ±10.9	n=74
Food & Drink
Restaurant	66.7% ±11.3	n=63
Cafe	54.5% ±16.1	n=33
Bar	47.8% ±18.9	n=23
Bakery	60.9% ±13.6	n=46
Meal Takeaway	33.3% ±20.0	n=18
Groceries
Supermarket	73.2% ±9.4	n=82
Grocery Store	80.6% ±9.4	n=67
Convenience Store	71.4% ±14.4	n=35
Health
Pharmacy	62.7% ±10.7	n=75
Doctor	49.2% ±11.8	n=65
Dentist	58.5% ±11.7	n=65
Hospital	52.9% ±11.4	n=70
Veterinary Care	79.1% ±9.6	n=67
Leisure
Gym	44.4% ±13.9	n=45
Park	31.4% ±14.7	n=35
Museum	55.4% ±12.6	n=56
Tourist Attraction	34.7% ±12.9	n=49
Lodging	53.8% ±14.9	n=39
Place Of Worship	55.6% ±11.9	n=63
Money
Bank	55.4% ±11.7	n=65
ATM	49.3% ±11.3	n=71
Post Office	44.3% ±11.3	n=70
Retail & Transport
Clothing Store	65.8% ±14.4	n=38
Hair Salon	50.0% ±14.8	n=40
Gas Station	69.6% ±11.7	n=56
Car Repair	67.5% ±13.9	n=40
Transit Station	70.7% ±9.2	n=92

By number of contributing sources

1 source50.8%n=787

2 sources63.9%n=706

3 sources72.6%n=215

By population density band

Dense urban59.4%n=1452

Urban55.2%n=212

Suburban62.8%n=43

Rural100.0%n=1

Where the data comes from

Base datasets

Foursquare OS PlacesGlobal release via the Foursquare Places Portal Iceberg catalog
OpenStreetMaphttps://download.geofabrik.de/europe/turkey-latest.osm.pbf
Overture MapsPublic GeoParquet release, filtered to the country bounding box

Government registers

No government registers integrated yet

Population

Kontur Population Dataset · WorldPop population raster

Census & demographics

Not available

Public transport

TravelTime public transport network

Method: population-weighted H3 sampling across each country, roughly 3,000 samples per country, adjudicated with the same entity rule the production pipeline uses (50 m and a name-similarity floor). Reports generated 2026-07-28 to 2026-08-03.