Photo Rankings by Age and Gender. Data for: The Role of Ecological Factors, Gender, and Age in Shaping Visual Preferences for Urban Wetlands Photo Rankings by Age and Gender. Data for: The Role of Ecological Factors, Gender, and Age in Shaping Visual Preferences for Urban Wetlands 2025-174-1 https://doi.org/10.5878/1zva-4e25 Swedish National Data Service Svensk nationell datatjänst Landing page Photo Rankings by Age and Gender. Data for: The Role of Ecological Factors, Gender, and Age in Shaping Visual Preferences for Urban Wetlands Photo Rankings by Age and Gender. Data for: The Role of Ecological Factors, Gender, and Age in Shaping Visual Preferences for Urban Wetlands 2025-174-1 https://doi.org/10.5878/1zva-4e25 10.1007/s13412-025-01026-3 Zakharova, Kseniia Zakharova, Kseniia Swedish National Data Service Svensk nationell datatjänst Landing page landscape architecture landskapsarkitektur environmental psychology miljöpsykologi preferences preferenser perception (activity) perception urban ecology stadsekologi The study investigates the preferences for urban wetlands within the Stockholm region, three natural and three constructed. The ranking of the photo image was determined by calculating the mean of the five item scores for each photo from every respondent. Each of the 243 responses was converted into rankings where 1 denoted the lowest score, while a ranking of 9 denoted the highest score. To obtain the group rank orders for each age and gender group, the median rank orders were calculated using the median ranking according to Kemeny’s axiomatic approach in the R package “ConsRank” (D’Ambrosio et al. 2017). Kemeny’s method finds a ranking that best represents the collective preferences of all individuals when each alternative in the ranking is assigned a unique position without any shared rankings. The median group rankings where analysed. Data for the article The Role of Ecological Factors, Gender, and Age in Shaping Visual Preferences for Urban Wetlands. Journal of Environmental Studies and Sciences. https://doi.org/10.1007/s13412-025-01026-3 Studien undersökte preferenser för urbana våtmarker i Stockholm genom en enkät med 243 deltagare. Sex våtmarker ingick: tre naturliga sjöar och tre konstruerade. Rangordningen av fotografierna bestämdes genom att beräkna medelvärdet av de fem poängen för enskilda bedömningskriterier (item scores) för varje foto från varje respondent. Var och ett av de 243 svaren omvandlades till rangordningar, där 1 motsvarade det lägsta betyget och 9 det högsta. För att analysera gruppernas preferenser (uppdelat efter ålder och kön) beräknades en samlad ranking med Kemenys axiomatiska metod i R-paketet "ConsRank" (D’Ambrosio et al. 2017), som tar fram den bästa överensstämmande ordningen utan delade placeringar. Resultaten baserades på medianrankningen. Datasetet hör till artikeln The Role of Ecological Factors, Gender, and Age in Shaping Visual Preferences for Urban Wetlands. Journal of Environmental Studies and Sciences. https://doi.org/10.1007/s13412-025-01026-3 2023-09-23 2023-11-12 Sweden Sverige Online anonymous survey of 243 adult residents of Sweden Anonym online-undersökning av 243 vuxna personer bosatta i Sverige Numeric Cross-sectionCross-section TvärsnittTvärsnitt Self-administered questionnaireSelf-administered questionnaire Självadministrerat frågeformulärSjälvadministrerat frågeformulär Access to data through SND. Data are freely accessible. Åtkomst till data via SND. Data är fritt tillgängliga. openAccess Zakharova, K., Lehtilä K. & Rodela R. (2025). The Role of Ecological Factors, Gender, and Age in Shaping Visual Preferences for Urban Wetlands. Journal of Environmental Studies and Sciences. https://doi.org/10.1007/s13412-025-01026-3 Zakharova, K., Lehtilä K. & Rodela R. (2025). The Role of Ecological Factors, Gender, and Age in Shaping Visual Preferences for Urban Wetlands. Journal of Environmental Studies and Sciences. https://doi.org/10.1007/s13412-025-01026-3 10.1007/s13412-025-01026-3 2025