The data on a household perception survey and geospatial data were acquired to study the security of green spaces in the Sunyani Municipality of Ghana. The household survey data is mainly on household characteristics such as gender, age, employment, educational attainment, years of stay in the community and residential status among others. The spatial data is on Landsat images acquired for the study area for the years 1989, 2003, 2013 and 2023. It includes data on the accuracy assessment of the Landsat images