This document provides data collected using Q-method as part of the Human Dimensions of Large Marine Protected Areas project (visit https://humansandlargempas.com/). We conducted a Q-sort with stakeholders associated with large marine protected areas (or efforts to establish them) in 5 locations: Bermuda, Commonwealth of the Northern Mariana Islands (CNMI, USA), Kiribati, Rapa Nui (Easter Island, Chile), and Palau. A total of 40 Interviewees sorted 47 statements related to large-scale marine protected areas accord…