This dataset contains the raw survey data, the additional external spatial data, and the analysis files to fully replicate the analysis in the paper "Stated preferences for the colours, smells and sounds of biodiversity outweigh those for ecological function. ", an output from Work Package Five of the ERC-funded RELATE Project.