21 free datasets tagged “ars”. Open any one in Mapstack — no GIS skills, no download.
Administrative Districts of Germany
Geospatial dataset containing administrative boundaries and regional identifiers for German districts, including ARS, AGS, and NUTS codes used for official statistical reporting.
400 features
German Municipalities and Administrative Boundaries
Official administrative boundaries and identification keys for German municipalities. This dataset includes Amtlicher Regionalschlüssel (ARS), Amtlicher Gemeindeschlüssel (AGS), and NUTS-3 statistical regions, along with administrative designations for cities and local governments.
10,949 features
London Higher Managerial and Professional Occupations by Ward
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
Bristol Higher managerial and professional occupations by LSOA
Higher managerial, administrative and professional occupations (NS-SEC L1, L2, L3) as a share of all usual residents aged 16+ by LSOA.
268 features
Iowa Median Household Income by County
Median household income in the past 12 months (in 2023 inflation-adjusted dollars) for Iowa counties.
99 features
Colorado Population by County
Total population by county for Colorado, based on the 2023 5-year American Community Survey. Note: These are survey estimates, not a full count. Population density cannot be directly calculated from this dataset alone as it lacks land area in square miles. Household income is in 2023 inflation-adjusted dollars. Margin of error attributes are separate and excluded.
64 features
Plymouth youth population (10-19) by ward
Youth population (aged 10-19) in Plymouth by electoral ward, with total population as denominator.
20 features
London residents in higher managerial or professional occupations by LAD
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
Colorado Median Household Income by County
Median household income by county for Colorado, based on the 2023 5-year American Community Survey. Household income is in 2023 inflation-adjusted dollars. Margin of error attributes are separate and excluded.
US educational attainment by state (2023)
Counts of high school graduates (diploma or GED) and bachelor's degree holders for the population 25 years and over. Other attainment categories, including no schooling, some college, master's, professional, and doctorate degrees, are omitted. Includes data for 50 states, the District of Columbia, and Puerto Rico. Normalise these counts using 'Total Population 25 Years And Over'.
52 features
Local Businesses in Collin County, TX
Boutiques, coffee shops, barber shops, hair salons, dog groomers, nail salons, bookstores, juice bars, and smoothie businesses in Collin County, TX.
2,128 features
Local Businesses in Denton County, Texas
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
Local Businesses in Dallas County
Local-style businesses including boutiques, coffee shops, barber shops, hair salons, dog groomers, nail salons, bookstores, juice bars, and smoothie businesses in Dallas County. Note: This dataset includes all businesses under these categories, including national chains and restaurants as categorized in Overture Maps.
4,674 features
Tarrant County Local Businesses
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
US county employment status
Employment status counts from the American Community Survey 2023 5-Year sample survey, covering the population aged 16 years and over. Measures: Employed Civilians, Unemployed Civilians, and Not in Labor Force; In Labor Force is included as a denominator for unemployment rates.
3,222 features
Local Businesses in Kensington-Cedar Cottage
Yoga studios, boutiques, coffee shops, barber shops, hair salons, nail salons, bookstores, and smoothie/juice bars in Kensington-Cedar Cottage. Note: Includes some chain locations and non-retail categories due to data granularity.
59 features
US county poverty status by educational attainment and sex (ACS 2023)
Poverty status in the past 12 months for the population 25 years and over, by sex and educational attainment, in US counties. Use 'Total Population 25 Years and Over' as the denominator to compute rates. American Community Survey (ACS) 5-Year sample survey estimates.
Pennsylvania Median Household Income by County
Median household income in the past 12 months in 2023 inflation-adjusted dollars, derived from the 2023 5-Year American Community Survey.
67 features
US Population 25+ with Bachelor's Degree by County
Counts of the population 25 years and over with a bachelor's degree, and the total population 25 years and over, based on 2023 5-year American Community Survey estimates. Normalize Bachelor's Degree using Total Population 25 Years And Over to calculate proportions. These are 5-year estimates, not a count. Every value carries a margin of error.
Netherlands Neighborhood Population 2025
Total population and population by age group (0-15, 15-25, 25-45, 45-65, 65+) at neighborhood (buurt) level for the Netherlands in 2025. Normalize counts using the Total Population column for demographic shares. Total Population is provided as a denominator.
14,727 features
Arcozelo population breakdown 2021
2021 Census synthesis population breakdown by sex and age for Arcozelo (subseccao). Note: Income, education, and employment data are absent from this collection.
81 features
