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nGrams

Digital Humanities and Data Mining: The Key to Efficient Seminar Preparation

February 2, 2023January 17, 2023 by Gale Ambassadors
Header image - piles of leather bound books with spines facing outwards

│By Becca Leeland, Gale Ambassador at the University of Exeter│

Anyone that says to a humanities student ‘all you have to do is read a book and have an opinion’ is someone who’s never had to prepare for a seminar! Seminars are the foundation of my degree – they guide me to the crucial works in a given field, they give me the space to explore ideas, and sharpen my skills in argument and writing. But they can also be daunting, especially when you’re presented with the work of the finest minds in history and are expected to make sense of it; you know you’re intelligent, you know you can do this, but sometimes you just need a little push in the right direction…

*Enter Gale Digital Scholar Lab.*

Gale Digital Scholar Lab is designed to make data mining and primary research more efficient with a three-step process of build, clean, and analyse. Utilising some of these techniques, you can gain a solid idea of where the texts are going and what to look out for, something that is really helpful when you start reading the material more closely.

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Categories Gale Ambassadors, Digital Humanities, For Students Tags Analysis Tools, Becca Leeland, Digital Humanities, Digital Literacy, dissertation, Gale Ambassadors, Gale Digital Scholar Lab, Gale Digital Scholar Lab selection, Learning, metadata, nGrams, politics, primary source literacy, Student, Student Life, study tips, teaching, Topic Modelling, Undergraduates, University of Exeter, visualisation

Doing the Digital Laundry? Notes on Cleaning Unstructured Text Data

May 24, 2022 by Gale Review Team
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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Categories Digital Humanities, Thought leaders Tags Analysis Tools, DH Correspondent, Digital Humanities, Digital Literacy, Gale Digital Scholar Lab, Gale Digital Scholar Lab selection, metadata, nGrams, OCR, Parts of Speech, Product Team, Sarah Ketchley, sentiment analysis, Technology, Topic Modelling, visualisation

Creating an Export Workflow with Gale Digital Scholar Lab

April 26, 2022 by Gale Review Team
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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Categories Digital Humanities, Gale Publishers, Society and Politics, Thought leaders Tags advanced search, Analysis Tools, Archaeology, DH Correspondent, Digital Humanities, Gale Digital Scholar Lab, Illustrated London News Historical Archive, Illustrated London News selection, metadata, newspapers, nGrams, OCR, Product Team, Sarah Ketchley, sentiment analysis, Topic Modelling, visualisation

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Disclaimer: The views, thoughts, and opinions expressed in this blog belong solely to the authors, and do not necessarily reflect the official policy or position of Gale, a Cengage Company.

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