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Quarto GHA Workflow Runner committed Dec 19, 2023
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2 changes: 1 addition & 1 deletion .nojekyll
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4 changes: 2 additions & 2 deletions about.html
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Expand Up @@ -507,10 +507,10 @@ <h2 class="anchored" data-anchor-id="aim">Aim</h2>
<h2 class="anchored" data-anchor-id="data-and-methods">Data and methods</h2>
<p>To engage with everyone, our open source dashboards combine open data from multiple sources as follows:</p>
<ul>
<li>Journals included in transformative agreements were obtained from the <a href="https://journalcheckertool.org/transformative-agreements/">cOAlition S Transformative Agreements Public Data</a> (July 2021, July 2022 and May 2023 snapshots). Agreements with German consortia were derived from <a href="https://doi.org/10.26165/JUELICH-DATA/VTQXLM">Germany’s Open Access Monitor</a> (March 2022). We enriched both journal data sources with ISSN-L, a linking identifier for ISSN variants. Then, we excluded fully open access journals from the cOAlition S Transformative Agreements Public Data by cross-checking with several datasets of fully open access journals: the <a href="https://doaj.org/">Directory of Open Access Journals (DOAJ)</a>, <a href="https://doi.org/10.4119/unibi/2961544">Bielefeld GOLD OA</a> and <a href="https://unpaywall.org/">Unpaywall</a>.</li>
<li>Journals included in transformative agreements were obtained from the <a href="https://journalcheckertool.org/transformative-agreements/">cOAlition S Transformative Agreements Public Data</a> (July 2021, July 2022, May 2023, and December 2023 snapshots). Agreements with German consortia were derived from <a href="https://doi.org/10.26165/JUELICH-DATA/VTQXLM">Germany’s Open Access Monitor</a> (March 2022). We enriched both journal data sources with ISSN-L, a linking identifier for ISSN variants. Then, we excluded fully open access journals from the cOAlition S Transformative Agreements Public Data by cross-checking with several datasets of fully open access journals: the <a href="https://doaj.org/">Directory of Open Access Journals (DOAJ)</a>, <a href="https://doi.org/10.4119/unibi/2961544">Bielefeld GOLD OA</a> and <a href="https://openalex.org/">OpenAlex</a>.</li>
<li><a href="https://www.crossref.org/">Crossref</a> is our main data source for determining the publication volume in hybrid journals including the uptake of Open Access through Creative Commons licenses. The <a href="https://esac-initiative.org/about/transformative-agreements/reference-guide/">ESAC guidelines</a>, a community recommendation for negotiating transformative agreements, require publishers to make key metadata elements publicly available through Crossref, such as Creative Commons licensing information for Open Access articles. As a <a href="https://www.crossref.org/services/metadata-retrieval/metadata-plus/">Crossref Metadata Plus subscriber</a>, we used monthly Crossref snapshots to derive publication data.</li>
<li><a href="https://openalex.org/">OpenAlex</a> is our data source for determining the country affiliation of lead authors. A <a href="https://en.wikipedia.org/wiki/Lead_author">lead author</a> is the first named author of a scholarly article who has usually carried out most of the research presented in the article, although author roles can vary across disciplines. We used OpenAlex monthly snaphots as a data source to determine lead author affiliations.</li>
<li>To highlight potential gaps between Crossref open licensing metadata and information provided via journal webpages, we used <a href="https://unpaywall.org/">Unpaywall</a> via OpenAlex as a complementary data source for Open Access articles in hybrid journals.</li>
<li>To highlight potential gaps between Crossref open licensing metadata and information provided via journal webpages, we used <a href="https://openalex.org/">OpenAlex</a> as a complementary data source for Open Access articles in hybrid journals.</li>
</ul>
<p>This compiled data is openly available through an R package, <a href="https://subugoe.github.io/hoaddata/">hoaddata</a>. hoaddata contains not only datasets about hybrid open access. It also includes code (mostly SQL) used to compile the data by connecting to <a href="https://subugoe.github.io/scholcomm_analytics/data.html">our cloud-based Google Big Query data warehouse</a>, where we store big scholarly data from Crossref, OpenAlex and Unpaywall. hoaddata is automatically built and updated per month using GitHub Actions, a continuous integration service.</p>
</section>
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84 changes: 42 additions & 42 deletions cc_de_plot.csv
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40 changes: 20 additions & 20 deletions cc_de_plot.svg
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