wa open data

Municipalities (Kommuner) of the Norway, 2025. ADM2, the primary join level. 357 municipalities (2024). kommunenummer = 4-char national code (string, leading zeros, first 2 = fylke); navn the name. NOT yet acquired but the path is VALIDATED (2026-07-23, see $comment): WFS paging unsupported, so fetch 15 per-fylke chunks (fes:PropertyIsLike kommunenummer LIKE '<NN>*', srsName=urn:ogc:def:crs:EPSG::4326) via the Firecrawl REST API direct-to-disk, then assemble via source_parts + --merge. Set GML_SKIP_RESOLVE_ELEMS=ALL at convert. Heavy coastline → GeoParquet + 0.0005° simplify.

357 features

Total population (all usual residents) for wards in Greater Manchester.

215 features

Voivodeships (Województwa) of the Poland, 2025. ADM1. 16 województwa, stable since 1999. JPT_KOD_JE = 2-digit TERC ('02' dolnośląskie — leading zero is data). Names are lowercase adjectives (official Polish style: 'dolnośląskie').

16 features

2021 Census full count of Total Usual Residents by local authority district.

331 features

Population density (persons per square kilometre) by electoral ward in London.

679 features

Total population count for each county in Washington state.

39 features

Counties (Fylker) of the Norway, 2025. ADM1. 15 counties (post-2024 reversal of the 2020 merger). fylkesnummer = 2-char national code (string, leading zeros); navn the name. Source GML ACQUIRED locally (.work/seed/NO/fylke/fylke-source.gml, 15/15 verified) — produce-ready once the batch runs. Heavy coastline → GeoParquet + 0.001° simplify.

15 features

Administrative boundaries for the counties and unitary authorities of Cornwall, Devon, and Plymouth in South West England.

3 features

Median age data for counties in Iowa.

99 features

Median household income in the past 12 months (in 2023 inflation-adjusted dollars) for Iowa counties.

99 features

Municipalities and designated-city wards (市区町村) of the Japan, 2020. The 1,896 municipalities of Japan's 2020 Population Census: cities, towns, villages and Tokyo's special wards, with each designated city (政令指定都市) split into its wards and no city-total unit, exactly as the census reports them. Join on muni_code, the 5-digit local government code (JIS X 0402, without check digit) as text; pref_code and pref_name give the parent prefecture. Built by dissolving e-Stat's official 2020 census small-area boundaries on their own municipality code. Takeshima and the Northern Territories are not depicted (Japan's claims over territory another state administers are left out); the Senkaku Islands are included in Okinawa. Municipalities within a prefecture do not overlap, but e-Stat's prefecture lines are not edge-matched: municipalities either side of a prefecture border can overlap or leave gaps, each under 1 km2. Census-water units such as port and bay waters are included. Official e-Stat geography, e-Stat Terms of Use (CC BY 4.0 compatible).

1,896 features

Household deprivation status for electoral wards in Plymouth, based on 2021 Census table TS011. Measures households deprived in 0 to 4 dimensions.

20 features

Geographic boundaries and identifiers for Canada's Forward Sortation Areas (FSAs), representing the first three characters of postal codes across all provinces and territories.

1,643 features

Voivodeships (Województwa) of the Poland, 2021. The 16 voivodeships (województwa) as enumerated by Poland's 2021 National Census (NSP 2021, reference date 31 March 2021). Join on JPT_KOD_JE, the 2-digit TERC code (leading zero is data). Same codes as the current voivodeships; the outline differs only in pomorskie, which here excludes the Gulf of Gdańsk internal waters added to the land register in 2022. Derived from GUGiK's Państwowy Rejestr Granic (state of 14 October 2022) by removing those water parcels; areas match GUGiK's official register of 1 January 2021. Główny Urząd Geodezji i Kartografii, CC BY 4.0.

16 features

Electoral Wards of the United Kingdom, 2025. December 2025 boundary set; UK-wide

8,405 features

Higher managerial, administrative and professional occupations (NS-SeC L1-L3) as a percentage of all usual residents aged 16 years and over by electoral ward in London.

679 features

Small grocery stores and kirana shops in Guwahati.

58 features

A comprehensive dataset of retail food outlets across Cornwall, including major supermarket chains, local grocery stores, and convenience shops.

72 features

Number of persons in NS-SeC higher managerial, administrative and professional occupations, along with total population, by electoral ward.

34 features

Number of households with 4 or more bedrooms compared to total households by ward in London.

679 features

Bus stations within the Guwahati boundary for route planning.

12 features

Gas station locations within the Guwahati boundary.

28 features

A dataset of grocery stores, convenience stores, and supermarkets in Guwahati, India.

82 features

All Waffle House locations in Georgia.

533 features

Census 2021 full-count population total by Lower layer Super Output Area (LSOA). Note: Coverage is restricted to England and Wales.

35,672 features

Interactive map showing the distribution of 72 major supermarket retail stores across Cornwall, UK, categorized by brand.

Map

Healthcare facilities and waste management services in Schertz, TX. Includes clinics, medical centers, and B2B waste/cleaning providers.

24 features

Healthcare and waste management facilities within Austin city boundary for market analysis.

219 features

All GameStop locations in Washington state.

74 features

A spatial analysis showing the distribution and density of Greggs bakery outlets across electoral wards in Greater Manchester, including total population counts for demographic context.

215 features

Healthcare facilities (hospitals, clinics, labs) and waste management competitors for MedSharps market analysis.

681 features

Youth population (aged 10-19) in Plymouth by electoral ward, with total population as denominator.

20 features

Waffle House locations in Alabama for county-level mapping.

185 features

Statistical dissemination areas, level 2 (二級發布區) of the Taiwan, 2015. Taiwan's 9,458 second-level statistical dissemination areas (二級發布區, about 3,000 residents each), the Ministry of the Interior Department of Statistics' statistical-area system (delineated 2009-2012, published as the 2015 layer). Join on CODE2 (e.g. A6301-01); TOWN_ID gives the township. Township names are as of 2015 (頭份鎮 and 員林鎮 are now cities; codes unchanged). Covers Taiwan, Penghu, Kinmen (with Wuqiu), Lienchiang/Matsu, Green Island, Orchid Island and Xiaolanyu, Liuqiu and Guishan Island; Pratas, the Spratly features and Diaoyutai are not part of the statistical-area system. Open Government Data License, version 1.0 (Taiwan).

9,458 features

Wards 2023 of the New Zealand, 2023. 224 council wards plus nine 'Area Outside Ward' units, one for each ward-less territorial authority. Ward names are not unique; join on the code. Official Stats NZ Tatauranga Aotearoa statistical geography, CC BY 4.0. This is the 2023 vintage the 2023 Census reports on; the current-vintage layer is a separate library entry.

233 features

All Walmart-branded units in Texas, including pharmacies and other sub-units, excluding Sam's Club.

1,159 features

Statistical dissemination areas, level 1 (一級發布區) of the Taiwan, 2015. Taiwan's 77,773 first-level statistical dissemination areas (一級發布區, about 450 residents each), the Ministry of the Interior Department of Statistics' statistical-area system (delineated 2009-2012, published as the 2015 layer). Join on CODE1 (e.g. A6301-01-001); CODE2 and TOWN_ID give the parent dissemination area and township. Township names are as of 2015 (頭份鎮 and 員林鎮 are now cities; codes unchanged). Covers Taiwan, Penghu, Kinmen (with Wuqiu), Lienchiang/Matsu, Green Island, Orchid Island and Xiaolanyu, Liuqiu and Guishan Island; Pratas, the Spratly features and Diaoyutai are not part of the statistical-area system. Open Government Data License, version 1.0 (Taiwan).

77,773 features

Total Usual Residents (2021) for Kent by 2022 electoral ward. This dataset is a full count. To compute population density, normalize this column against the area of each ward.

293 features

A dataset of Dollar General store locations in Warrick County, Indiana.

8 features

Number of households in Kent by number of deprivation dimensions (from none to four), with Total Households as a denominator (Census 2021, full count). The dimensions cover employment, education, health/disability, and household overcrowding. Households not deprived in any dimension are included. Complete set of dimensions published.

293 features

Bundestag Constituencies (Bundestagswahlkreise), 21st Bundestag (2025) of the Germany, 2025. The 299 constituencies for the election to the 21st German Bundestag (2025), from Die Bundeswahlleiterin's VG250-based constituency geometry. Join on WKR_NR, the constituency number zero-padded to three digits (e.g. 001 Flensburg – Schleswig); Zensus 2022 spells the same unit WKR001. © Die Bundeswahlleiterin, Wiesbaden 2024; Grundlage der Geoinformationen © Geobasis-DE / BKG 2024 (dl-de/by-2-0).

299 features

Provinces (changwat) of the Kingdom of Thailand, 2022. Thailand's 77 provinces (จังหวัด, changwat), including Bangkok (กรุงเทพมหานคร, a special administrative area counted as a province). Boundaries from HDX COD-AB cod-ab-tha v01 (Royal Thai Survey Department lines, acquired via ICRC, distributed by OCHA; valid from 22 January 2022), CC BY-IGO. Join on adm1_pcode, 'TH' + the two-digit Ministry of Interior province code (TH10 Bangkok); adm1_name1 is the Thai name, adm1_name the English name. Full resolution, not simplified.

77 features

Every one of London's top 10 wards for wealth and space sits within a protected conservation area. Northcote leads the city with a composite score of 98.86, identifying the enclaves where high-income professionals and large family homes intersect.

Report

Geographic boundary and administrative identifiers for the Blue Mountains Tourism Region in New South Wales, Australia, based on 2021 definitions.

1 features

Local shops and cafes in the Shengli Neighborhood, including coffee shops, bakeries, and boutique stores.

10 features

Toolstation locations across the UK.

639 features

Campus libraries, dining, departments, and landmarks for visitor guide.

80 features

Screwfix locations across the UK.

979 features

A guide to London's premium neighborhoods, identifying wards with large family homes and high-income residents in close proximity to conservation areas. Top candidates include Northcote, Dulwich Village, and East Sheen.

Map

This dataset details state-funded grants awarded to Minnesota school districts to support farm-to-school programs. It includes information on recipient locations, grant amounts, and specific project summaries such as equipment purchases for school kitchens and cafeteria improvements.

20 features

Key demographic metrics: Median Age and Median Total Personal Income (Weekly) from the 2021 ABS Census at the Statistical Area Level 3 (SA3) level. Data is a full count from the Census 2021 General Community Profile. Tourism Regions were requested; SA3 level was chosen as an alternative.

340 features

This dataset identifies Norwegian municipalities within the designated intervention zone (Innsatssone) that are classified as Centrality Class 5 or 6, representing the most remote and least central areas of the country.

23 features