Navari Family Center for Digital Scholarship
250 Hesburgh Library
cds.library.nd.edu
Check out "6 Tips for Creating Effective Data Visualizations" and "Data Visualization Tips" from Tableau.
"The choices you make regarding the color palette of your data visualization (which should always be accessible to colorblind viewers), the geometry of your data visualization, the positioning and orientation of your data and captions can shape how viewers perceive meaning in a data visualization. Take, for example, these two versions of visualizing the number of deaths during the U.S.-led war in Iraq by Simon Scarr (left infographic: Iraq's Bloody Toll) and Andy Cotgreave (right infographic: Deaths on the Decline)."
"...data analysis and data visualizations have an outsized capacity to mislead, misrepresent, and harm communities that already experience inequity and discrimination. For researchers and analysts to unlock the full potential of their data, they must apply an equitable lens to every step of the research process." This includes the communication and visualization of your scholarship.
Learn more about these important considerations in the "Do No Harm Guide: Applying Equity Awareness in Data Visualization" (opens in new window) and the Datawrapper blog post, "What to consider when choosing colors for race, ethnicity, and world regions" (opens in new window).
Data/cognitive overload is a challenge for us all—avoid including extra elements which can be distracting or even potentially misleading.
Explain your data visualization clearly using both labels appropriate to the visualization style as well as narrative explanation of the depiction and the source data.
Avoid misleading your audience (accidentally or intentionally). There are many considerations to bear in mind that will be specific to different contexts, but some good tips to start with include the following:
Source: Telling Your Spatial Story with ArcGIS StoryMaps (Jacob Swisher)
ESRI StoryMaps follows the World Wide Web Consortium's (W3C) Web Content Accessibility Guidelines (WCAG). According to the ESRI accessibility statement, "Stories created with the story builder support keyboard navigation, alternative text, suitable color contrast, semantic structure, and other accessibility design and feature considerations." While many of the accessibility features are built-in and require no additional effort from the author, authors will need to provide alternate text for any included media (i.e. photos, video, maps, embedded content).
StoryMaps has headings and subheadings options that add structure to your textual elements. These structural elements are crucial for navigating pages when visitors are using assistive technology. This includes using the built-in bulleted and numbered lists when appropriate so assistive technology can properly share the information with the user.
"Alt text is meant to convey the “why” of a media file as it relates to the content of a document or webpage. It is read aloud to users by screen reader software, and it is indexed by search engines. It also displays on the page if the image fails to load, as in this example of a missing image." (alt text considerations source)
If uploading your own video, upload your script as well, so people can read along. If embedding a link from another website (such a YouTube), check to see if the video has captions enabled.
Using words like "Click here," "Linked," or "Read More," don't tell the reader what is being linked. Screen readers tell readers that they are on a link then read exactly what words are linked, so it is best to use words that are descriptive.
Source: "Accessible Storymaps," by UNLV Libraries.
Experiment with good enough methods, but the following are often considered minimum viable principles (how you apply them in your life is going to depend on what works for you!)
Copy this README file to consider adapting for your own project notes