6 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
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
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
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
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.
