12 free datasets tagged “employment”. Open any one in Mapstack — no GIS skills, no download.
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
Employment by selected commercial sectors in Canada by province
Employment counts for Retail trade, Wholesale trade, Finance and insurance, and Professional, scientific and technical services, as well as total labour force, at the provincial level from the 2021 Census (25% sample data). Some categories omitted. Counts may not sum due to random rounding.
13 features
Canada Manufacturing sector employment by Economic Region
Manufacturing sector employment by Economic Region, 2021 Census. Normalize `Manufacturing` using `Total Labour Force Aged 15 Years And Over` to compute the sector's employment share. This dataset is a 25% sample survey.
76 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 ward
Number of persons in NS-SeC higher managerial, administrative and professional occupations, along with total population, by electoral ward.
34 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
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
NS-SeC by Kent LSOA
Socio-economic status (NS-SeC) breakdown by LSOA for Kent, using 2021 Census data. Contains counts for all occupational categories and the total residents aged 16+. Full-count data.
1,105 features
US County Poverty and Education
A comprehensive dataset of socioeconomic indicators across US counties, featuring poverty rates, unemployment figures, and educational attainment levels from the 2023 American Community Survey.
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
Deprivation by LSOA in Greater Manchester
Households by number of deprivation dimensions in Greater Manchester. Deprivation is defined based on four dimensions: employment, education, health and disability, and housing. Normalise using Total Households to compute the proportion of households in each deprivation category.
1,702 features
Kent Households by Deprivation Dimensions by Ward
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
