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In 2020, the COVID-19 pandemic resulted in a rapid response from governments and researchers worldwide. As of March 2021, there have been over 122 million confirmed cases, with over 2.7 million people dying as a result of COVID-19. Despite this staggering toll, those who work with pandemic-relevant data often face significant systemic barriers to accessing, sharing or re-using this data. In this paper we report preliminary results for an in-progress qualitative study, where we interviewed datadoi:10.5281/zenodo.5234426 fatcat:vc5uqcqqd5fcremawcgf474afy