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diff --git a/_posts/scopus_oa_tagging_changes/scopus_oa_tagging_changes.Rmd b/_posts/scopus_oa_tagging_changes/scopus_oa_tagging_changes.Rmd
@@ -1,6 +1,6 @@
 ---
 title: "Changes in evidence for green open access in Scopus"
-description: In March 2024, Scopus announced changes to its open access tagging policy to better align with the Unpaywall definitions. In this blog post, I examine the impact of the policy change by comparing three Scopus snapshots, comprising around 20 million records. Although the overall share of open access did not change, the analysis found a decrease in the number of copies in repositories, affecting about 2 million items, that cannot be explained by the Unpaywall changes.
+description: In March 2024, Scopus announced changes to its open access tagging policy to better align with the Unpaywall definitions. In this blog post, I examine the impact of the policy change by comparing three Scopus snapshots, comprising around 20 million records. Although the overall share of open access did not change, the analysis found a decrease in the number of copies in repositories, affecting about 2 million items, that cannot be explained by Unpaywall changes.
 author:
   - name: Sophia Dörner
     affiliation: Göttingen State and University Library

diff --git a/_site.yml b/_site.yml
@@ -3,9 +3,9 @@ title: "Scholarly Communication Analytics"
 description: |
   Based at the Göttingen State and University Library, 
   we are analysing data around scholarly communication using open data and tools.
-  Here, you'll find insights, and examples of our work using R. Particularly, we like
+  Here, you'll find insights, and examples of our work. Particularly, we like
   to publish case-studies rapidely showing how to support data-driven workflows and 
-  decision-making around scholarly communication in libraries using R.
+  decision-making around scholarly communication in libraries.
 output_dir: "docs"
 base_url: https://subugoe.github.io/scholcomm_analytics
 repository_url: https://github.com/subugoe/scholcomm_analytics

diff --git a/about.Rmd b/about.Rmd
@@ -13,19 +13,27 @@ knitr::opts_chunk$set(echo = FALSE)
 
 ## About this Blog!
 
-Welcome to our Blog! Here, you'll find insights from our work as Data Analysts in the domain of scholarly communication. With this blog, we want to engage with the broader community about how to support data-driven workflows and decision-making around scholarly communication with R.
+Welcome to our Blog! Here, you'll find insights from our work as Data Analysts in the domain of scholarly communication. With this blog, we want to engage with the broader community about how to support data-driven workflows and decision-making around scholarly communication.
 
-We are based at the [Göttingen State and University Library](https://www.sub.uni-goettingen.de/en/news/), one of the largest academic libraries in Germany. We are using R-based tools in our everyday work and contribute to R package developments and training activities. In this blog, you'll find news and case-studies around:
+We are based at the [Göttingen State and University Library](https://www.sub.uni-goettingen.de/en/news/), one of the largest academic libraries in Germany. We are using various data analytics tools in our everyday work and contribute to R and Python package developments and training activities. In this blog, you'll find news and case-studies around:
 
 - Open Access and Open Science Analytics
-- R Packages making use of open databases and helping us in our work
-- R Tools for interactive visualizations and dashboard developments
-- R-related training and outreach activities 
+- Packages making use of open databases and helping us in our work
+- Tools for interactive visualizations and dashboard developments
+- Training and outreach activities 
 
 We want to thank [Maëlle Salmon](https://masalmon.eu/) for encouraging us to start a blog about our work. As a technical framework for the blog, we are using [Distill for R Markdown](https://rstudio.github.io/distill/), a new web publishing format optimized for scientific and technical writing. 
 
 *Dr. Anne Hobert*, *Nick Haupka*, *Sophia Dörner*, *Najko Jahn*
 
+## Preprints
+
+Haupka, N., Culbert, J., Schniedermann, A., Jahn, N., Mayr, P. (2024). Analysis of the Publication and Document Types in OpenAlex, Web of Science, Scopus, Pubmed and Semantic Scholar. <https://arxiv.org/abs/2406.15154>
+
+Jahn, N. (2024). How open are hybrid journals included in transformative agreements? <https://arxiv.org/abs/2402.18255>
+
+Culbert, J., Hobert, A., Jahn, N., Haupka, N., Schmidt, M., Donner, P., Mayr, P. (2024). Reference Coverage Analysis of OpenAlex compared to Web of Science and Scopus. <https://arxiv.org/abs/2401.16359>
+
 ## Journal publications
 
 We also publish in scholarly journals about our work.
@@ -61,8 +69,10 @@ landscape. *Scientometrics*, 126(12), 9751--9777.
 Laakso, M., Matthias, L., & Jahn, N. (2021). Open is not forever: A
 study of vanished open access journals. *Journal of the Association for
 Information Science and Technology*, 72(9), 1099--1112.
-<https://doi.org/10.1002/asi.24460> ([JASIST Best Paper Award 2022](https://www.asist.org/2022/06/15/2022-best-jasist-paper-award/). Featured in [Nature](https://www.nature.com/articles/d41586-020-02610-z),
+<https://doi.org/10.1002/asi.24460> ([JASIST Best Paper Award 2022](https://www.asist.org/2022/06/15/2022-best-jasist-paper-award/). Featured in
+[Nature](https://www.nature.com/articles/d41586-020-02610-z),
 [Nature](https://www.nature.com/articles/d41586-024-00616-5),
+[Nature](https://doi.org/10.1038/d41586-024-03842-z),
 [Science](https://doi.org/10.1126/science.abe6998), [CNN](https://edition.cnn.com/2020/09/15/us/vanished-open-access-journals-trnd-scn/index.html),
 [DLF](https://www.deutschlandfunknova.de/nachrichten/wissenschaft-millionen-arbeiten-sind-nicht-richtig-archiviert))
 
@@ -74,13 +84,6 @@ Matthias, L., Jahn, N., & Laakso, M. (2019). The Two-Way Street of Open
 Access Journal Publishing: Flip It and Reverse It. *Publications*, 7(2),
 23. <https://doi.org/10.3390/publications7020023>
 
-## Preprints
-
-Haupka, N., Culbert, J., Schniedermann, A., Jahn, N., Mayr, P. (2024). Analysis of the Publication and Document Types in OpenAlex, Web of Science, Scopus, Pubmed and Semantic Scholar. <https://arxiv.org/abs/2406.15154>
-
-Jahn, N. (2024). How open are hybrid journals included in transformative agreements? <https://arxiv.org/abs/2402.18255>
-
-Culbert, J., Hobert, A., Jahn, N., Haupka, N., Schmidt, M., Donner, P., Mayr, P. (2024). Reference Coverage Analysis of OpenAlex compared to Web of Science and Scopus. <https://arxiv.org/abs/2401.16359>
 
 ## Theses
 

diff --git a/docs/index.html b/docs/index.html
@@ -89,27 +89,27 @@
 
 
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-  <title>Scholarly Communication Analytics: Blog | Scholarly Communication Analytics with R</title>
+  <title>Scholarly Communication Analytics: Blog | Scholarly Communication Analytics</title>
 
 
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-  <meta property="og:title" content="Scholarly Communication Analytics: Blog | Scholarly Communication Analytics with R"/>
+  <meta property="og:title" content="Scholarly Communication Analytics: Blog | Scholarly Communication Analytics"/>
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   <meta property="og:site_name" content="Scholarly Communication Analytics"/>
 
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-  <meta property="twitter:title" content="Scholarly Communication Analytics: Blog | Scholarly Communication Analytics with R"/>
+  <meta property="twitter:title" content="Scholarly Communication Analytics: Blog | Scholarly Communication Analytics"/>
 
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@@ -457,8 +457,8 @@
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@@ -2098,7 +2098,7 @@ <h3>${suggestion.title}</h3>
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+  <script src="site_libs/header-attrs-2.29/header-attrs.js"></script>
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@@ -2148,7 +2148,7 @@ <h3>${suggestion.title}</h3>
 <!--radix_placeholder_front_matter-->
 
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+{"title":"Blog | Scholarly Communication Analytics","authors":[]}
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 <!--/radix_placeholder_front_matter-->
@@ -2308,7 +2308,7 @@ <h3>${suggestion.title}</h3>
 
 <div class="posts-container posts-apply-limit l-page">
 <div class="posts-list">
-<h1 class="posts-list-caption" data-caption="Blog | Scholarly Communication Analytics with R">Blog | Scholarly Communication Analytics with R</h1>
+<h1 class="posts-list-caption" data-caption="Blog | Scholarly Communication Analytics">Blog | Scholarly Communication Analytics</h1>
 <a href="posts/scopus_oa_tagging_changes/" class="post-preview">
 <script class="post-metadata" type="text/json">{"categories":[]}</script>
 <div class="metadata">
@@ -2493,7 +2493,7 @@ <h2>Open Access Evidence in Unpaywall</h2>
 <!--/radix_placeholder_article_listing-->
 
 <div class="d-title">
-<h1>Blog | Scholarly Communication Analytics with R</h1>
+<h1>Blog | Scholarly Communication Analytics</h1>
 
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diff --git a/docs/index.xml b/docs/index.xml
@@ -6,9 +6,9 @@
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     <description>Based at the Göttingen State and University Library, 
 we are analysing data around scholarly communication using open data and tools.
-Here, you'll find insights, and examples of our work using R. Particularly, we like
+Here, you'll find insights, and examples of our work. Particularly, we like
 to publish case-studies rapidely showing how to support data-driven workflows and 
-decision-making around scholarly communication in libraries using R.
+decision-making around scholarly communication in libraries.
 </description>
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     <lastBuildDate>Mon, 16 Dec 2024 00:00:00 +0000</lastBuildDate>

diff --git a/docs/posts/datacite_graph/index.html b/docs/posts/datacite_graph/index.html
@@ -511,8 +511,8 @@
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diff --git a/docs/posts/unpaywall_evidence/index.html b/docs/posts/unpaywall_evidence/index.html
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@@ -16,10 +16,10 @@
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diff --git a/index.Rmd b/index.Rmd
@@ -1,5 +1,5 @@
 ---
-title: "Blog | Scholarly Communication Analytics with R"
+title: "Blog | Scholarly Communication Analytics"
 site: distill::distill_website
 listing: posts
 ---