As part of a project to analyze the prevalence of open access publishing among our UVA Health constituents, we have constructed this dashboard to show the proportion of articles published via open access over the last few years. We used the Europe PMC REST API as our data source, parsed the data in Python and displayed it in an app created with Streamlit. This is an ongoing project, and we plan to refine the dashboard and additional data in future. To learn more or adapt the code for your own use, please visit our GitHub repo.
Lucy Carr Jones: Metadata and technical collection review
Acknowledgements: We would like to thank Dr. Maaly Nasser, machine learning scientist at the European Bioinformatics Institute (EMBL-EBI), for assistance with the Python query anddata scientist and Code for Charlottesville volunteer James Bennett for Python EDA support and code.