MARKET WATCH – ESAC Initiative

“The scholarly journal publishing market is in transition. While a great portion of publishers still operate their journals under the subscription paywall business model, open access publishing is keenly on the rise, as fully OA publishers and platforms are launched and come into maturity, scholarly publishers experiment a variety of new open access business models, and, not least, the number of research institutions and library consortia negotiating transformative agreements proliferates.

The visualizations below aim to inform the broader community of a number of key trends in the demographics and distribution of scholarly journal publishing in transition:

the relevance of publishers for scholars and scientists, as expressed in their share of scholarly articles published,
the growth of open access via transformative agreements and the impact these agreements have in enabling universal open access to the research articles produced on a local (country) and global (publisher) level, and
the costs and price points of article processing charges….”

Visualizing the research ecosystem via Wikidata and Scholia | Zenodo

“Research takes place in a sociotechnical ecosystem that connects researchers with the objects of study and the natural and cultural worlds around them.

Wikidata is a community-curated open knowledge base in which concepts covered in any Wikipedia — and beyond — can be described and annotated collaboratively.

This session is devoted to demoing Scholia, an open-source tool to visualize the global research ecosystem based on information in Wikidata about research fields, researchers, institutions, funders, databases, locations, publications, methodologies and related concepts….”

Visualizing Book Usage Statistics with Metabase · punctum books

“There is an inherent contradiction between publishing open access books and gathering usage statistics. Open access books are meant to be copied, shared, and spread without any limit, and the absence of any Digital Rights Management (DRM) technology in our PDFs makes it indeed impossible to do so. Nevertheless, we can gather an approximate impression of book usage among certain communities, such as hardcopy readers and those connected to academic infrastructures, by gathering data from various platforms and correlating them. These data are useful for both our authors and supporting libraries to gain insight into the usage of punctum publications.undefined

As there exists no ready-made open-source solution that we know of to accomplish this, for many years we struggled to import these data from various sources into ever-growing spreadsheets, with ever more complicated formulas to extract meaningful data and visualize them. This year, we decided to split up the database and correlation/visualization aspects, by moving the data into a MySQL database managed via phpMyAdmin, while using Metabase for the correlation and visualization part. This allows us to expose our usage data publicly, while also keeping them secure….”

Visualizing Book Usage Statistics with Metabase · punctum books

“There is an inherent contradiction between publishing open access books and gathering usage statistics. Open access books are meant to be copied, shared, and spread without any limit, and the absence of any Digital Rights Management (DRM) technology in our PDFs makes it indeed impossible to do so. Nevertheless, we can gather an approximate impression of book usage among certain communities, such as hardcopy readers and those connected to academic infrastructures, by gathering data from various platforms and correlating them. These data are useful for both our authors and supporting libraries to gain insight into the usage of punctum publications.undefined

As there exists no ready-made open-source solution that we know of to accomplish this, for many years we struggled to import these data from various sources into ever-growing spreadsheets, with ever more complicated formulas to extract meaningful data and visualize them. This year, we decided to split up the database and correlation/visualization aspects, by moving the data into a MySQL database managed via phpMyAdmin, while using Metabase for the correlation and visualization part. This allows us to expose our usage data publicly, while also keeping them secure….”

Constellate

“Learn how to text mine or improve your skills using our self-guided lessons for all experience levels. Each lesson includes video instruction and your own Jupyter notebook — think of it like an executable textbook — ready to run in our Analytics Lab….

Teach text analytics to all skill levels using our library of open education resources, including lessons plans and our suite of Jupyter notebooks. Eliminate setup time by hosting your class in our Analytics Lab….

Create a ready-to-analyze dataset with point-and-click ease from over 30 million documents, including primary and secondary texts relevant to every discipline and perfect for learning text analytics or conducting original research….

Find patterns in your dataset with ready-made visualizations, or conduct more sophisticated text mining in our Analytics Lab using Jupyter notebooks configured for a range of text analytics methods….”

How data sharing is accelerating railway safety research

“Andre?’s dataset was shortlisted for the Mendeley Data FAIRest Datasets Award, which recognizes researchers who make their data available for the research community in a way that exemplifies the FAIR Data Principles – Findable, Accessible, Interoperable, Reusable. The dataset was applauded for a number of reasons, not least the provision of clear steps to reproduce the data. What’s more, the data was clearly catalogued and stored in sub folders, with additional links to Blender and GitHub, making the dataset easily available and reproducible for all….”

Library Leaders Forum 2020: Community : Internet Archive : Free Download, Borrow, and Streaming : Internet Archive

“Video recording from the Library Leaders Forum: Community session. October 13, 2020.

A community of practice has emerged around Controlled Digital Lending, and its utility for libraries and educators has been amply demonstrated during library and school closures due to COVID-19. There are now hundreds of libraries that are participating in Controlled Digital Lending programs and using the library practice to reach their patrons while service is disrupted. In this session you’ll learn from librarians, educators, and technologists who are developing next generation library tools that incorporate and build upon Controlled Digital Lending….”

 

Exploration Engines – the koodos collective

“Serendipitous use of the internet is slowly going extinct as we replace link-hopping with the algorithmic-feed. Ranked results and recommendations have become the dominant mode of exploring information online. In this experiment, we break away from this paradigm, and present Wikigraph – our project for Interhackt. While a “search engine” returns a ranked list of results, Wikigraph returns the most relevant sub-graph of pages. Such an application we term an “exploration engine.”…”

Visualizing Altmetric data with VOSviewer – Altmetric

“Visualizations can make data come alive, uncover new insights and capture the imagination in a way that a spreadsheet never can.

Join Mike Taylor, Data Insights & Customer Analytics at Altmetric, and Fabio Gouveia, Public Health Technologist at Oswaldo Cruz Foundation in Brazil, for a demonstration of the exciting ways in which you can create compelling stories to explain the broader impact of academic work using the free-to-download VOSviewer from CWTS Leiden and data from Altmetric.

This actionable webinar will include an introduction to creating network diagrams with VOSviewer with your own data, extracting data from Altmetric tools and adapting it to be imported….”