ns sec open data

Comprehensive geographic dataset of the 2021 Italian census sections (Sezioni di Censimento). It includes hierarchical administrative identifiers from the regional level down to individual census tracts and localities, based on ISTAT (National Institute of Statistics) standards.

756,376 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

Educational institutions (primary, secondary, high schools, and universities) in Gò Vấp district. Note: This dataset contains contamination from other types of educational services due to provider tagging.

43 features

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

34 features

Municipalities, Towns and Communes (UAT) of the Romania, 2014. LAU, the primary join level. 2,861 comune + 217 orașe + 102 municipii + 6 sectoare București = 3,186 (Bucharest municipality itself appears only at judet level; its 6 sectors carry their own SIRUTA codes). natCode = SIRUTA (4-6 digits, unique, no leading zeros). natLevName kept — it separates commune/town/municipality/sector and varies. Names uppercase ASCII, NOT unique nationally — join on natCode. Full-res 172MB KML → GeoParquet + 0.0001° to stay under the GeoJSON identify wall.

3,186 features

Higher managerial, administrative and professional occupations (NS-SEC L1, L2, L3) as a share of all usual residents aged 16+ by LSOA.

268 features

Geographic boundaries and classifications for Sections of State (SOS) in Australia from the 2021 Census. This dataset categorizes regions into urban and rural types, including Major Urban, Other Urban, Bounded Locality, and Rural Balance across all states and territories.

34 features

Share of usual residents aged 16+ in NS-SEC L1, L2 and L3 (higher managerial, administrative, and professional occupations) versus total residents aged 16+.

33 features

Comprehensive geographic and administrative dataset of Brazilian census sectors, including urban and rural classifications, municipal and state identifiers, and land area measurements.

468,097 features

Full-time students as a proportion of total population at LSOA level in Bristol.

268 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 dataset of Starbucks locations in London, deduplicated.

353 features

All Greggs locations in the United Kingdom, retrieved for distribution and density analysis.

3,191 features

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

679 features

Cantons of the France, 2025. Electoral cantons (post-2015 redécoupage). code_insee is the canton code. Dropped: numero_du_canton, composition_du_canton, codes_insee_des_arrondissements (list-valued). REPUBLISH 2026-07-20: first publication shipped 2054 — dropEmptyFeatures discarded 2 cantons as GeometryCollections (RFC7946 winding artifacts, decision 0020); driver fix coerces to MultiPolygon, restoring 2056.

2,054 features

Geographic boundaries and identifiers for State Electoral Divisions (SED) across Australia, including state-level associations and 2025 division classifications.

433 features

Census Regions of the United States, 2025.

4 features

Statistical Regions (Statistične regije) of the Slovenia, 2024. The 12 statistical regions — Slovenia's de-facto regional / NUTS3 tier (no elected regions). SR_ID = RPE id (string, unique, 0 nulls); SR_UIME the name. Reprojected locally 3794→4326. GeoParquet + 0.001° simplify.

12 features

Administrative boundaries and regional classification data for Germany, including state-level identifiers (ARS, AGS), NUTS regions, and official names.

16 features

Geographic boundaries and census identifiers for Voting Districts (VTDs) across the United States, based on 2020 TIGER/Line data. Includes state and county FIPS codes, unique geographic identifiers, and district names used for election administration.

158,316 features

Locations identified as beer gardens within Philadelphia.

37 features

Metro stations in Huangpu district, Shanghai.

5 features

Census Divisions of the United States, 2025.

9 features

Geographic dataset containing Australian Bureau of Statistics (ABS) 2021 Census boundaries for Destination Zones (DZN) and Statistical Area Level 2 (SA2) regions, including state-level identifiers.

9,307 features

Campgrounds and caravan parks in the Blue Mountains region.

32 features

Geographic boundaries and identifiers for Canadian Economic Regions (ER), including provincial associations and spatial geometry for mapping.

76 features

Geographic boundaries and names for Australian tourism regions and states as defined in 2021, used for regional tourism analysis and reporting.

76 features

Geographic Divisions (Ripartizioni geografiche) of the Italy, 2026. Five statistical macro-divisions (Nord-Ovest…Isole). Low join value; declared for completeness like DE sta.

5 features

Census Subdivisions of the Canada, 2021. Municipalities and equivalents. Fields: CSDUID(7), DGUID, CSDNAME(100), CSDTYPE(3), LANDAREA, PRUID. No underscore after 'lcsd'. Verified 206, 155,981,521 bytes.

5,161 features

Statistical Sectors (Statistische sectoren / Secteurs statistiques) of the Belgium, 2025. Finest statistical unit, the smallest join level. 20,812 sectors. niscode = 9-char sector code ('11001A00-') = 5-digit municipality NIS + sub-sector suffix, so it rolls up to municipality. Code-only (no names — join on code). Full-res from the 218MB gpkg → GeoParquet + 0.0001°.

20,812 features

Whataburger locations in Jacksonville, Florida.

10 features

Culver's restaurant locations in the Jacksonville, FL metropolitan area.

10 features

McDonald's restaurant locations in St. Johns County, Florida.

13 features

Government Regions (Regierungsbezirke) of the Germany, 2025. ADE=3, ARS 3-digit. Raw 21 features, GF=4 gives 19. PARTIAL COVERAGE BY DESIGN: only some Bundesländer (BW, BY, HE, NRW) are subdivided into Regierungsbezirke — this level does not tile Germany. Not a coverage hole in the dataset; it reflects the real administrative structure.

19 features

A comprehensive dataset of Pret A Manger locations across the United Kingdom.

519 features

Locations of Kenji, Pop Mart, and Miniso retail stores in the UK.

37 features

Regions (Kraje) of the Czechia, 2026. ADM1 (VÚSC). 14 regions incl. Hlavní město Praha. kod is a 2-digit RÚIAN region code (e.g. 43 Plzeňský), nutslau the NUTS3 (CZ032). Layer 17.

14 features

Geographic boundaries and identifiers for Dissemination Blocks across Canada. These represent the smallest standard geographic areas for which all census data are disseminated by Statistics Canada, covering all provinces and territories.

498,547 features

Geographic boundaries and administrative identifiers for Canada's census divisions, including names, types, and provincial associations based on Statistics Canada's Standard Geographical Classification.

293 features

Geographic boundaries and names for the 2025 Commonwealth Electoral Divisions (CED) and 2021 State/Territory (STE) boundaries in Australia.

150 features

A dataset of all Tesco locations in Northern Ireland, including supermarkets, convenience stores, petrol stations, and Tesco services (Mobile, Bank).

87 features

Cantons of the Luxembourg, 2026-07. ADM1. 12 cantons, stable. LAU1 = 2-char national canton code (string, unique, 0 nulls). Republishes the eval-pass incumbent cm_r3Abe9f8fCuI from the documented ACT CC0 source (replace, carries the id forward). DISTRICT dropped — the districts were abolished in 2015.

12 features

Regions (Periféreies) of the Greece, 2021. ADM1. 13 periféreies + Άγιο Όρος (Mount Athos, KALCODE-coded like the rest) = 14; unchanged since Kallikratis 2011, listed under the 2021 census series. Dbf has no .cpg → CP1253 declared. Greek-only names (LEKTIKO). Coexists with the RAAEY-derived NUTS2 incumbent cm_51x3Cv2wrtaj (different code scheme + area_type).

14 features

Census Enumeration Districts (Zählsprengel) of the Austria, 2026. Finest statistical level. g_id 8-digit string (GKZ prefix + 3). NO names exist (source g_name duplicates the code — dropped). Code-only like SE DeSO.

8,842 features

All Greggs branded locations in Greater Manchester, UK.

126 features

Geographic dataset containing administrative boundaries and regional identifiers for Germany, including NUTS regions and municipal classifications.

4,587 features

Geographic boundaries and administrative identifiers for Census Consolidated Subdivisions (CCS) across Canada, including provincial and dissemination area codes.

1,757 features

Geographic boundaries and classifications from the 2021 Australian Census, categorizing regions into urban centers, bounded localities, and rural balance areas based on population size and density.

71 features

Geographic boundaries and administrative data for secondary school districts across the United States, including grade level ranges and Local Education Agency (LEA) identifiers.

478 features

Geographic boundaries and identification codes for Census Block Groups across the United States. This dataset includes standard FIPS codes for states and counties, as well as tract and block group identifiers used by the US Census Bureau for statistical mapping and demographic analysis.

242,298 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

Sports Direct locations across the UK, including retail stores, fitness centers, and concessions.

620 features

Electoral Divisions of the Ireland, 2024. The smallest legally defined administrative area (3,455) — the CSO census join grain. ED_ID = national ED code (string, unique, 0 nulls); ENGLISH the name; COUNTY the parent. Full-res coastline (258 MB) → GeoParquet + 0.0002° simplify.

3,455 features

Australian Drainage Divisions of the Australia, 2021. count is a research estimate; the source is the truth

14 features

Census Tracts of the United States, 2025. ceiling removed 2026-07-16; attempted, bounded by machine limits only

85,184 features

County subdivisions of the United States, 2025. REVIEWED: seed the full national layer. Near the cap. Real governing towns in ~29 states; 'unorganized territory' placeholders elsewhere

36,360 features

Local councils (kunsilli lokali) of Malta — the LAU2 administrative level, all 68 local councils across Malta, Gozo and Comino. Official INSPIRE Administrative Units from the Planning Authority of Malta (INSPIRE Annex I, EU High Value Dataset). Join on nat_code (INSPIRE national code, e.g. MT01402 Mdina) or name (e.g. VALLETTA, ZEBBUG (Malta)). Names are uppercase.

68 features

Regions (Kraje) of the Slovakia, 2025. ADM1. The 8 self-governing regions (= Slovakia's NUTS3). IDN2 = ZBGIS region id (string 1–8, unique, 0 nulls); NM2 the name; NUTS3_CODE (SK0x0) for Eurostat cross-join. GeoParquet + 0.001° simplify.

8 features

Regions (maakunnat / landskap) of Finland, 2026 — the ADM1 administrative level, 19 regions incl. Åland (Ahvenanmaa). Official statistical-area boundaries from Statistics Finland (Tilastokeskus), 1:1,000,000 generalisation, geometry sourced from the National Land Survey (MML). Join on maakunta (2-digit region code, e.g. 01 Uusimaa/Nyland) or the bilingual name (nimi Finnish / namn Swedish).

19 features