The dataset entails 261 face-to-face surveys conducted in Mount Kilimanjaro, Tanzania, with three social actors: nature conservationists (n=50), tour guides (n=55), and tourists (n=156). It contains preferences for 25 context-specific nature's contributions to people (NCP), socio-demographic attributes, and various variables representing interaction with nature. Other