sentiment analysis

Digging into Datasets in Gale Digital Scholar Lab

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

This dataset post is a follow-up to Working with Datasets, a Primer which discussed text datasets of primary sources and explored how to access and work with them in Gale Digital Scholar Lab. Here, we’ll look at the topics of the first eight datasets in the Lab in more detail, the types of documents included in each set, and consider how a user may work with them for analysis. Our next blog post will showcase classroom-based use of the Lab’s datasets as an introductory pathway into the field of digital humanities.

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Taking Your Master’s Dissertation to the Next Level: Using Gale Digital Scholar Lab for Research

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Gale Egyptology sentiment analysis

│By Tamar Atkinson, Gale Ambassador at the University of Liverpool│

Primary sources can be a great resource for Master’s dissertation research, providing a deeper understanding of history. Whilst they make handy supportive evidence to back up the points you want to make in an assessment, is there a way to take them further? Within Gale Digital Scholar Lab, you can find a whole range of data-mining visualisation tools and other resources that can allow you to bring elements of Digital Humanities methodologies into your research, through an easy, step-by-step process. This can add great insights to any work!

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King Tut and Digital Humanities: A Pedagogical Case Study

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Notes from our DH correspondent

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

The Department of Middle Eastern Languages and Cultures (MELC) at the University of Washington has a history of supporting work in Digital Humanities (DH) dating back to the 1980s. More recently, the department has offered regular introductory classes in DH, which I have taught since 2015. These are usually topical in nature, i.e., the data we work with in class is related to a particular Middle Eastern theme, often related to travel or archaeology in Egypt, which is my area of research interest. This Spring Quarter 2022, my undergraduates and graduates participated in a class called ‘Digital Media – King Tut and Digital Humanities’ to learn about the theory and processes of building DH projects based on data related to the discovery of Tutankhamun’s tomb in 1922, one hundred years ago.

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Investigating the Evolution of Twenty-First Century Pop Culture Using Digital Humanities Techniques

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Wall of Fame neon light

| By James Carney, Senior Gale Ambassador at King’s College London |

Since the new millennium’s infancy, popular culture and famous lifestyles have captivated the public to an ever greater extent. From the emergence of social media, to the escapism provided from global crises or even the marketability of celebrities in late stage capitalism, the facets of stardom’s grip are numerous. Pop culture has always been a platform for performance – be that of one’s talent, beauty, wealth or quirkiness – but in the twenty-first century, fan reaction and engagement have assumed a far more prominent role in these public theatrics. The political, social and artistic zeitgeist has become rooted not only in celebrity action, but in the increasingly deterministic public reaction too. Gale resources can be used to present the emergence of such a dichotomy through records of both output and interpretation, illuminating the dynamics of the twenty-first century’s evolved popular culture for both academic enquiry and entertainment.

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Doing the Digital Laundry? Notes on Cleaning Unstructured Text Data

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Notes from our DH Correspondent

│By Sarah L Ketchley, Senior Digital Humanities Specialist│

An integral part of the workflow of any digital humanities project involving text generated automatically by Optical Character Recognition (OCR) is the correction of so-called OCR errors. The process is also called ‘data cleaning’. This post will explore some of the considerations researchers should be aware of before starting to clean their data in Gale Digital Scholar Lab, using the built-in text cleaning tool. It will also offer additional resources for working with data in other formats outside of the Lab.

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Creating an Export Workflow with Gale Digital Scholar Lab

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Notes from our DH Correspondent

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

This digital project was prompted by the broad research question: how was archaeology reported in The Illustrated London News (ILN)? The ILN is a publication notable for its fine illustrations and contributions by some of the pre-eminent archaeologists of the day. Gale Primary Sources offers access to the entire run of the newspaper covering the period 1842-2003. This blog post describes a workflow for the preliminary investigation of the data: initial content set creation, cleaning, analysis, export and visualization. At the outset, the research questions were necessarily broad:

  • Which words were most prevalent in articles reporting on archaeological digs?
  • What themes or topics are most prevalent in the dataset?
  • What was the overall feeling about this type of reporting? Was it reported favourably?
  • Is it possible to identify which archaeologists were directly contributing to the publication and how many contributions they made?

Engaging in the practical process of curation and analysis offers opportunities to refine these questions, and almost inevitably suggests new avenues for future exploration.

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Exploring Receptions of Classical Literature with The Times Digital Archive and Gale Digital Scholar Lab

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Acropolis Athens

| By James Carney, Gale Ambassador at King’s College London |

Classical Reception Studies refers to the interpretation, imaginings and reimaginings of the classical world since antiquity. It can illuminate the enduring pertinence of the ancient world throughout history – particularly in the cultural realm where its influence is most pronounced. Gale digital archives and, more recently, the Gale Digital Scholar Lab can markedly benefit any undertaking into this area by exposing the nature of classical reception across the ages, but also the discourses that surrounded and emerged from various interpretations of the ancient past.

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From Archive to Master’s Thesis – Linguistic Analysis of Nineteenth-Century Theatre Reviews in The Times

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A combination of The Theatre Royal, Covent Garden and a Pantomime illustration

│By Hanna Kiiskilä, MA graduate in English language from the University of Turku, Finland│

Choosing a research topic is difficult at any level of study. For me, finding the right database guided my topic and set the course for my entire Master’s thesis. At the beginning of the process of writing my master’s thesis in English Language, I had just epitexts (the surrounding information about a work that does not exist within the work itself but alongside it)1 in mind, but once I had read a few nineteenth-century theatre reviews from The Times Digital Archive, it became clear that they were a subject of study I could not pass up! In my thesis Evaluative Language in the Early Nineteenth-Century Theatre Reviews in The Times Newspaper (2020), I studied historical theatre reviews from the point of view of evaluation (their use of evaluative language) and the impact of contemporary politics. In this blog post I will detail the way I used The Times Digital Archive to collect a dataset that determined the topic of my study.

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How to Gather and Analyse Primary Sources for a Research Project

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laptop and books

│ by Kyle Sheldrake, Strategic Marketing Manager – Insight and Development │

Primary sources are a valuable resource in research projects, and digitised primary sources combine two advantages: the speed of identifying sources via targeted searching with having thousands of sources at your fingertips whenever they’re needed. The process of creating our Long Read on the Berlin Wall reminded me a lot of the essay writing process at university, so I thought this would be a good example to explain how to break down the process of gathering and assessing primary source material for a research piece, as this may be helpful to our student readers looking to incorporate primary sources into their essays.

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