social indicators open data

Provinces and centrally-run cities (tỉnh, thành phố trực thuộc trung ương) of the Socialist Republic of Viet Nam, 2025. Vietnam's 34 provincial-level units (28 provinces and 6 centrally-run cities) as reorganised on 1 July 2025 under National Assembly Resolution 202/2025/QH15, which merged the former 63 provinces. Boundaries are OCHA's COD-AB set built from General Statistics Office (GSO) data (cod-ab-vnm v02, created 2025-07-01, reviewed 2025-09-25). Join on adm1_pcode, 'VN' plus the GSO two-digit province code with its leading zero (VN01 Hà Nội to VN96 Cà Mau); adm1_name is the English name, adm1_name1 the Vietnamese. The Paracel Islands (Hoàng Sa) and the Spratly Islands (Trường Sa) are drawn as parts of Đà Nẵng and Khánh Hòa as the publisher draws them; sovereignty over them is disputed. Source: General Statistics Office of Vietnam (GSO), via OCHA/HDX COD-AB. CC BY-IGO 3.0. Mapstack converted the data, kept only codes, names and unit types, and repaired one invalid ring; the publishers did not make these changes.

34 features

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

3,191 features

A dataset of Starbucks locations in London, deduplicated.

353 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

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

87 features

Metro stations in Huangpu district, Shanghai.

5 features

All Greggs branded locations in Greater Manchester, UK.

126 features

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

519 features

A dataset of public amenities in Dubai, including schools, hospitals, and various park types. Note that this dataset may contain some incidental commercial/office entries based on primary category assignments.

1,382 features

A comparison of Whole Foods Market and Trader Joe's locations in Austin, Texas.

8 features

A dataset of cafes, coffee shops, and tea rooms in Bristol. Note: Some records may be categorized as restaurants or fast food outlets based on Overture taxonomy.

462 features

Campgrounds and caravan parks in the Blue Mountains region.

32 features

A dataset of retail shops and cafe businesses in Bristol, excluding industrial and wholesale, collected to assist in identifying independent business clusters.

560 features

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

37 features

A dataset of independent retail outlets and cafes across Bristol, identified by filtering out national brands and chains to highlight local businesses.

485 features

HVAC service contractors in Calgary.

188 features

Locations identified as beer gardens within Philadelphia.

37 features

Locations of JD Wetherspoon pubs across London.

62 features

Locations of football stadiums and soccer fields across the UK.

1,092 features

商业、文化、旅游及公共服务设施分布数据，包含购物、餐饮、公园、历史地标及各类服务设施。

59 features

A comprehensive dataset of Kotak Mahindra Bank branch locations across Noida and Greater Noida, including full addresses, contact details, and geographic coordinates.

24 features

Whataburger locations in Jacksonville, Florida.

10 features

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

25 features

A selection of retail and food businesses in the Tiebei area of Changchun, focusing on modern commercial formats. Includes clothing stores, shoe stores, jewelry stores, and fast food restaurants.

19 features

Locations of Equinox, Virgin Active, and Third Space gyms in London.

58 features

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

10 features

Locations of Wendy's, Chick-fil-A, and In-N-Out Burger in Utah.

173 features

A dataset of museums and cultural institutions in Los Angeles.

328 features

All McDonald's restaurants in the United Kingdom.

1,608 features

Small grocery stores and kirana shops in Guwahati.

58 features

A comprehensive dataset of socioeconomic indicators across US counties, featuring poverty rates, unemployment figures, and educational attainment levels from the 2023 American Community Survey.

3,222 features

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

13 features

Critical urban infrastructure and services (police, fire, schools, gas stations, supermarkets) in New Orleans.

513 features

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

72 features

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

620 features

Anytime Fitness gym locations in Japan

784 features

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

10 features

Anytime Fitness gym locations in the United Kingdom.

252 features

Local business clusters in Tarrant County, including boutiques, coffee shops, barber shops, hair salons, pet groomers, nail salons, bookstores, and smoothie/juice bars. Note: Some contamination (e.g., chain restaurants, beauty salons) may exist due to Overture categorization.

3,605 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

Bus stations within the Guwahati boundary for route planning.

12 features

Gas station locations within the Guwahati boundary.

28 features

Restaurant locations within the Paris boundary, covering French and general restaurants.

6,686 features

All Waffle House locations in Georgia.

533 features

All hotels within the Huangpu District, Shanghai.

184 features

A collection of hotels, restaurants, transportation, and landmarks in Ravello, Italy.

137 features

Key landmarks, parks, lakes, mountains, and administrative centers for spatial context in Hangzhou.

322 features

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

82 features

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

24 features

Real estate offices and agencies in Setia Alam, serving as a proxy for residential development concentration.

41 features

A dataset of visitor information centres and local/state government offices in the Blue Mountains region.

5 features

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

293 features

School locations in the 560098 area of Bangalore. Note: Some records include vocational and higher education institutions due to Overture's classification structure.

40 features

Core landmarks, cultural sites, and civic services in Prievidza.

10 features

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

219 features

A dataset of McDonald's restaurant locations in Poland.

639 features

Toolstation locations across the UK.

639 features

Local business locations including boutiques, coffee shops, barber shops, hair/nail salons, dog groomers, bookstores, and juice/smoothie bars within Denton County, Texas. Note: This dataset includes some national chain and restaurant entries due to Overture's category definitions.

1,363 features

All GameStop locations in Washington state.

74 features

A comprehensive map of all Sainsbury's retail locations and in-store service points across Scotland.

130 features