The purpose of the paper is to examine and compare the visions of social and economic development in the area around the newly constructed Mucharz dam reservoir on the Skawa River in southern Poland as represented by both the local community and local authorities. A text mining approach was used to analyse both the information collected through interviews with local residents and documents detailing the development plans for the land surrounding the dam drafted by the local authorities.