wi open data

Municipalities (Gemeinden) of the Switzerland, 2026. ADM3. Filter drops 26 non-municipal rows from the 2,136-row layer: 11 LI Gemeinden (own dataset), 2 foreign enclaves (Büsingen DE, Campione IT), 11 lake polygons (objektart='Kantonsgebiet', bfs 9xxx), 2 Kommunanz shared territories. 2,110 = the official 2026 count exactly. bfs_nummer integer → string (no leading zeros in BFS numbers).

2,110 features

Counties (Powiaty) of the Poland, 2025. ADM2. 314 powiaty + 66 cities with powiat rights = 380. JPT_KOD_JE = 4-digit TERC (woj 2 + powiat 2). Names: 'powiat jędrzejowski' (land county, adjective) vs 'powiat Kalisz' (city-county, proper noun). Full-res 35MB shp → GeoParquet + 0.0005° to stay under the GeoJSON identify wall.

380 features

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

679 features

Cantons (Kantone) of the Switzerland, 2026. ADM1. Incumbent cm_fjiqFLvOquFJ (26, same source+vintage, from the 2026-07-21 nightly eval pass) — expect duplicate-skip; declared so the check is run and recorded.

26 features

Municipalities with Extended Powers (Obce s rozšířenou působností) of the Czechia, 2026. ADM3-level administrative tier (ORP, the 206 municipalities with extended powers). No nutslau on this layer — kod (RÚIAN) is the join key. Layer 14.

206 features

Districts (Wijken) of the Netherlands, 2025. Sub-municipal. 3,423 land wijken (3,505 total − 81 water − 1 Buitenland, via where water='NEE'). wijkcode = WK + 6-digit (GM 4-digit + 2-digit wijk); gemeentecode the parent. wijknaam NOT unique ('Centrum' recurs) — join on wijkcode. Full-res from the 220MB CBS gpkg (EPSG:28992) → GeoParquet + 0.0001°.

3,423 features

Cabins, campgrounds, and agricultural sites in Eau Claire County, WI.

67 features

Park and recreation locations within Eau Claire.

47 features

Locations identified as beer gardens within Philadelphia.

37 features

Local amenities including schools and shops within the Cilaku district of Serang. Note: No medical service locations were found despite the search.

8 features

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

34 features

All hotels within the Huangpu District, Shanghai.

184 features

Bus stations within the Guwahati boundary for route planning.

12 features

A dataset of electric vehicle charging stations within the San Francisco area.

25 features

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

219 features

Gas station locations within the Guwahati boundary.

28 features

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

20 features

High school locations within Harris County, TX. Note: The source dataset includes some mixed school levels (elementary, middle).

293 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

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

A detailed look at population distribution across Yavapai County, Arizona, showing both total resident counts and density per square kilometer by ZIP code.

28 features

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

Map

This dataset provides a state-level analysis of the elderly population in the United States. It includes total population counts, the specific count of individuals aged 65 and over, and the calculated percentage of seniors within each state's demographic profile. The data is derived from US Census Bureau statistics to help identify regions with higher concentrations of older residents.

50 features

Geographic boundaries and official identifiers for the six local authority districts within Gloucestershire, England, including Gloucester, Cheltenham, Stroud, Cotswold, Forest of Dean, and Tewkesbury.

6 features

Interactive map showing the official 2023 population estimates for Malta's 68 local councils, including growth trends since 2012.

Map

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