DH Correspondent

Gale-SHAFR Fellows Explore New Digital History Methods

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│By Jess Ludwig, Director, Product Management│

On a recent humid summer morning in Arlington, Virginia, participants in the Gale-Society for the History of American Foreign Relations (SHAFR) fellowship presented exciting research findings at SHAFR’s 2025 annual conference.

SHAFR was founded in 1967 and “is dedicated to the scholarly study of the history of American foreign relations.” In 2024, Gale and SHAFR partnered to create a fellowship; as part of the program, Gale made available Gale Primary Sources archives tailored to each fellow’s research agenda; access to the primary sources text and data mining platform Gale Digital Scholar Lab; and a stipend.

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A New Course in Gale Digital Scholar Lab: Introduction to Digital Humanities

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│By Sarah L. Ketchley, Senior Digital Humanities Specialist│

In today’s rapidly evolving academic landscape, digital tools are reshaping the way we study literature, history, and culture. As digital humanities (DH) becomes increasingly central to research and teaching, instructors—particularly graduate students and early-career faculty—often find themselves faced with the challenge of integrating digital methodologies into their courses. To address this need ‘Introduction to Digital Humanities‘ offers a structured, assignable course designed to equip students with essential digital research skills. It provides an accessible, hands-on approach to digital humanities, helping instructors save valuable time while fostering critical data literacy in students.

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Hacking History with Gale Digital Scholar Lab

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│By Sarah L. Ketchley, Senior Digital Humanities Specialist │

On 5th December 2024, the Gale Digital Scholar Lab team, in association with Loyola University Chicago, University Libraries, offered a hands-on workshop freely available to researchers, educators, librarians, and anyone interested in exploring innovative ways to improve their digital humanities (DH) research skills. “Hacking History” brought together a diverse community for a day of collaboration, conversation and collegiality – along with some friendly competition between teams to create digital projects over the course of the day. 

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Exploring Sentiment in Historical Texts With Gale Digital Scholar Lab’s New “Sentiment by Timeframe” Visualisation

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│By Sarah L. Ketchley, Sr. Digital Humanities Specialist│

Gale Digital Scholar Lab has introduced a new visualisation feature in the Sentiment Analysis tool: Sentiment by Timeframe. This enables researchers to bring additional depth to sentiment analysis for historical texts. This tool is part of an ongoing effort to expand the capabilities of the Lab’s six digital humanities tools and is designed to support researchers in analysing, interpreting, and visualising data across various historical documents.

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A Classroom Compendium: Digital Humanities Resources for a New School Year

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│By Sarah L. Ketchley, Sr. Digital Humanities Specialist│

For the start of a new academic year, this month’s Notes from our DH Correspondent blog post is a useful resource indexing all the Notes posts to date. They are categorised below to support instructors to plan, build and deliver classroom DH curricula.  This is a great page to bookmark!

Each resource can be supplemented with detailed material in the Learning Center in Gale Digital Scholar Lab which provides step-by-step instructions in written and video formats, covering every aspect of working in the platform. 

Need additional support? Our DH team will be happy to answer your questions! Just email us at [email protected]

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Bridging the Gap: Gale Primary Sources and Gale Digital Scholar Lab

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│By Sarah L. Ketchley, Senior Digital Humanities Specialist│

This month’s blog post will discuss how to start the work of sourcing research documents in Gale Primary Sources (GPS) archives, before transitioning seamlessly to Gale Digital Scholar Lab to create content sets, clean OCR text data, and conduct analyses of this material to answer research questions. With this methodology, researchers are able to use the rich contextual detail and varied navigation options to begin compiling their corpus of text data outside of the Lab, which can be an attractive option if the user has an existing working knowledge of specific GPS archives, such as The Times Digital Archive, Women’s Studies Archive, or Nineteenth Century Collections Online.

There is a standardised user experience across GPS and the Lab, making the transition from one to the other familiar and streamlined. However, there are options to view documents in GPS that aren’t yet available in the Lab, which may make combining both access points useful so that no document slips through the cracks!

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Coding for Humanists: Python Notebooks in Gale Digital Scholar Lab

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│By Sarah L. Ketchley, Senior Digital Humanities Specialist│

Recently, three Python Notebooks were added to Gale Digital Scholar Lab to offer additional flexibility in processing and analysing text data. Each of the Notebooks can be downloaded by a researcher, then used or adapted to suit individual needs. This blog post offers some considerations for those interested in incorporating Python-based workflows into their text analysis pipeline but aren’t quite sure where to start.

This blog can also be read in conjunction with Women’s History Month in Gale Digital Scholar Lab: Named Entity Recognition, Python Notebooks, and an Intrepid Female Diarist which offers some practical programming insights into a project using Named Entity Recognition.

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Playing Games with Data: Building Interactive Narratives with Twine

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│By Sarah L. Ketchley, Senior Digital Humanities Specialist│

The Digital Humanities Summer Institute, at the University of Victoria, BC, has taken place every June since 2001. The intensive week of workshops, lectures, papers and social gatherings has a long history of active engagement in learning, conversation and discussions of research and methodologies.

I have had the opportunity to attend each year since 2011 and have participated in 5-day workshops on topics ranging from text encoding, digital project management, mapping, data visualization, IIIF viewers, python programming, cloud computing and DH for department chairs and deans. As an academic with an active research agenda and regular engagement in both undergraduate and graduate classrooms, I have come to greatly value the in-depth and diverse conversations taking place during the week, and 2024 has been no exception.

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Finding Meaning in K-Means: Clustering Analysis in Gale Digital Scholar Lab

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│By Sarah L. Ketchley, Senior Digital Humanities Specialist│

Of the six tools in Gale Digital Scholar Lab, clustering is often considered the most challenging methodology to interpret effectively. This blog post will explore the nature of this analysis tool and offer some tips for running an analysis.

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Building Projects in Gale Digital Scholar Lab

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│By Sarah L. Ketchley, Senior Digital Humanities Specialist│

The outcomes of digital scholarship are often ‘non-traditional’, and may include digital exhibits, websites, databases, or interactive visualisations and narratives. The underlying organisational structure of such public scholarship is that of a project, usually with a distinct triggering research question and a definitive end point. Scholars may work with collaborators or contributors from multiple disciplines.

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