Open Data and data infrastructure across disciplines
On November 15th, Dr. Sabina Leonelli spoke to the participants of the Sawyer Seminar. As a historian and philosopher of science, she is currently the Co-Director of the Exeter Centre for the Study of the Life Sciences and has recently worked on a five-year grant about data access, openness, and infrastructure entitled The Epistemology of Data-Intensive Science. In her conversations at the Friday seminar, Dr. Leonelli focused on practices surrounding data collection and reuse, aiming to move towards a future of Open Data as the standard. One of her recent publications, an op-ed entitled “Data Shadows: Knowledge, Openness, and Absence,” spoke directly to many of the themes central to the Sawyer Seminar. She defines shadows, beyond being mere absences in data, as “the multiplicity of motives, goals, and conditions through which data may be construed as (in)significant, partial or complete, (un)intelligible, or (in)accessible.” Consequently, the degree to which these shadows exist depends on the context in which the data is considered, especially when data is being reused by parties other than the original creators. In her conversation with seminar participants, Dr. Leonelli discussed her vision for data use and distribution today, which involves most data being open-access, rather than owned by companies or individuals, as well as having the necessary metadata and methodological descriptions to make it valuable to others. This allows data to be reused, recontextualized, and further studied as more information becomes available, potentially allowing for discoveries in numerous fields. Dr. Leonelli identified several challenges in creating and maintaining open data, as well as some Read More