Digital Scholarship

The Digital Scholarship team is the CWRU community's expert collaborators for technology-assisted scholarship and communication in all disciplines. If we don't have the expertise, we'll help you find it. Get started with our FAQs or see what areas we support below.

GIS can be used for geographic analysis, map making, spatial digitization, and spatio-statistical analysis. In addition to platforms like ArcGIS Pro, QGIS, and ArcGIS Online, the Freedman Center offers a rich collection of books highlighting the potential uses of GIS. More about GIS:

  1. What is GIS? 
  2. ArcGIS StoryMaps
  3. Examples of StoryMaps

Text analysis enables scholars to explore, analyze, and interpret vast amounts of textual data across diverse disciplines. By leveraging text analysis techniques and tools effectively, researchers can unlock valuable insights, facilitate knowledge discovery, and drive innovation in their respective fields. More about textual analysis:

  1. Text Analysis guide and tools
  2. Project Example: Martha Ballard's Diary
  3. Natural language processing applied to mental illness detection: a narrative review

R is a free software environment for statistical computing and graphics. It utilizes a library of thousands of packages for a wide variety of statistical and data visualization purposes. RStudio is a free Integrated Development Environment (IDE) for R that provides tools for code, data and workspace management. More about R:

  1. Computational Historical Thinking
  2. Statistical Methods for Studying Literature Using R
  3. R for Non-Programmers: A Guide for Social Scientists
  4. A Little Book of R for Bioinformatics 2.0

Python is an open-source programming language with a large online community. It can be used to clean data for analysis, Web scraping, topic modeling, stylometry, and more. More about Python:

  1. Python for Beginners
  2. Introduction to Cultural Analytics and Python
  3. Stylometry with Python

Network analysis maps relationships between entities or datapoints, most often expressed as nodes and edges. Used to reveal the invisible landscapes of interconnected people, places, ideas, etc., the kind of data it can analyze is vast and can include biological information or relationships on social networking sites. Network analysis and visualization tools include:

  1. Gephi
  2. Cytoscape
  3. iGraph

Research data management comprises a set of practices—including file organization, documentation, storage, backup, security, preservation, and sharing—which affords researchers the ability to more quickly, efficiently, and accurately find, access, and understand their own or others' research data. For more about RDM:

  1. CWRU's Research Data platform
  2. DataOne's Primer on best practices
  3. Mantra research data training program

KSL offers support for storing and promoting CWRU-affiliated scholarship. Whether you are in the process of collecting your data or ready to publish your work, these resources can help get your scholarship noticed and improve your academic visibility. Our resources include:

  1. Open Science Framework
  2. Scholarly Commons @ CWRU 
  3. Subject Specific Data Repositories

 

Open scholarship is a broad term to describe open practices throughout the research lifecycle including open access, open data, and open education. Open Scholarship advocates for free, online sharing of information created during the research process (data, code, notebooks, methods, digital media, etc.), as well as the final products (journal articles, books/chapters, conference papers, etc.). For more, see

  1. Open Scholarship and Open Access Guide
  2. Open Access Publishing
  3. Open Access agreements and other funding
  4. CWRU's Faculty Open Access Policy (2024)

At the Freedman Center, you can digitize from almost any consumer format from the past 100 years. Self-service digitization includes:

  • Video tapes (VHS, VHS-C, Betamax) domestic and international.
  • DVD and Bluray (SD quality only)
  • Audio tapes
  • Records (33,45, & 78)
  • Print materials: including sheetfed paper, books, and photographs
  • Microfilm, microfiche, and microcards

Digitization is often the beginning of broader digital scholarship projects. See examples of what can be done with digitized material through these examples on:

  1. Omeka
  2. Scalar

The Freedman Center supports multimedia production through its equipment lending program and specialty software, including the Adobe Creative Suite, Blender, and Camtasia. The recording studio will allow you to film using your own device; please note it is not soundproofed. 

The Freedman Center for Digital Scholarship is partially maintained by an endowment established by Samuel B. and Marian K. Freedman.