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README.md

Dataviz Accessibility Resources

A non-exhaustive and in-progress list of people and resources in Accessibility and Data Visualization


People and Articles in Dataviz & Accessibility (Web)

Ryan Bales Ryan Bales Twitter (not accessibility, but good chart design tips)

Amelia Bellamy (she/her) Amelia Bellamy Twitter

Alison Bert Alison Bert Twitter

Silvia Canelón Silvia Canelón Twitter & Liz Hare Liz Hare Twitter

William Careri (he/him) William Careri Twitter

Amy Cesal (she/her) Amy Cesal Twitter

Chris DeMartini Chris DeMartini Twitter

Frank Elavsky (he/him) Frank Elavsky Twitter

Stephanie Evergreen Stephanie Evergreen Twitter

Sarah L. Fossheim (they/them) Sarah L. Fossheim Twitter

Dr. John Gardner Dr. John Gardner Twitter

Luc Guillemot Luc Guillemot Twitter

Sarah Higley Sarah Higley Twitter

Peter Holmes Peter Holmes Twitter

Sergei Kruger Sergei Kruger Twitter

Larene Le Gassick (she/her) Larene Le Gassick Twitter

Lindsey (she/her) Lindsey Twitter

Amanda Makulec MPH Amanda Makulec Twitter

Melanie Mazanec Melanie Mazanec Twitter

Øystein Moseng Øystein Moseng Twitter

Øystein Moseng Øystein Moseng Twitter & Ted Gies Ted Gies Twitter

Lisa Charlotte Muth Lisa Charlotte Muth Twitter

Cole Nussbaumer Knaflic Cole Nussbaumer Knaflic Twitter

Doug Schepers Doug Schepers Twitter

Glenna R. Shaw Glenna R. Shaw Twitter

Ed Summers Ed Summers Twitter

Leonie Watson Leonie Watson Twitter


Organizational Guidance in Dataviz & Accessibility (Web)

Data Visualization Society [Home page] (org) DataVizSociety Twitter run by @AmyCesal and @abmakulec and many others (to be listed)

Digital Government (USA)

Government Digital Service (UK) Government Digital Service (UK) Twitter


Javascript Dataviz Frameworks with Accessibility

Amcharts

Chart.js

Highcharts

Semiotic

Vega & Vega-Lite

Visa Chart Components

Javascript Tools that can Assist with Visualization Accessibility

Chart2Music


People and Articles in Dataviz & Accessibility (Academia)

Access All Areas [PDF]

Ref: THOMPSON, D. (2005). Access all areas. NATURE, 435, 2.### Visualisation tools for blind people using multiple modalities

Design features of graphs in health risk communications: a systematic review [PDF]

Ref: Ancker, J. S., Senathirajah, Y., Kukafka, R., & Starren, J. B. (2006). Design features of graphs in health risk communication: A systematic review. Journal of the American Medical Informatics Association, 13(6), 608-618.

Designing communicative visualization for people with intellectual developmental disabilities [PDF]

Designing communicative visualization for people with intellectual developmental disabilities [PDF Viewer]

Ref: Wu, K., Tanis, S., & Szafir, D. (2019). Designing communicative visualization for people with intellectual developmental disabilities.

Effective Practices for Description of Science Content within Digital Talking Books

Ref: Gould, B., O'Connell, T., and Freed, G. (2008). Effective Practices for Description of Science Content within Digital Talking Books.

Generating Seizure-Inducing Sequences with Interactive Visualizations [PDF Viewer]

Ref: South, L., Borkin, M. (2021). Generating Seizure-Inducing Sequences with Interactive Visualizations.

Graph literacy: a cross-cultural comparison [PDF]

Ref: Galesic, M., & Garcia-Retamero, R. (2011). Graph literacy: A cross-cultural comparison. Medical Decision Making, 31(3), 444-457.### Design features of graphs in health risk communications: a systematic review

Image Description Template [Tool]

Ref: Morash, V., Siu, Y. -T., Miele, J.A., Hasty, L., & Landau, S. (2015). Guiding novice web workers in making image descriptions using templates.

Producing accessible statistics diagrams in R [PDF]

Ref: Fitzpatrick, D., Godfrey, A. J. R., & Sorge, V. (2017, April). Producing accessible statistics diagrams in R. In Proceedings of the 14th Web for All Conference on the Future of Accessible Work (pp. 1-4).

Reaching Broader Audiences With Data Visualization

Reaching Broader Audiences With Data Visualization [PDF]

Ref: B. Lee, E. K. Choe, P. Isenberg, K. Marriott and J. Stasko, "Reaching Broader Audiences With Data Visualization," in IEEE Computer Graphics and Applications, vol. 40, no. 2, pp. 82-90, 1 March-April 2020, doi: 10.1109/MCG.2020.2968244.

Sociotechnical Considerations for Accessible Visualization Design [PDF]

Ref: Lundgard, A., Lee, C., & Satyanarayan, A. (2019, October). Sociotechnical Considerations for Accessible Visualization Design. In 2019 IEEE Visualization Conference (VIS) (pp. 16-20). IEEE.

Statistical Software from a Blind Person's Perspective [PDF]

Ref: Godfrey, A. J. R. (2013). Statistical software from a blind person’s perspective. The R Journal, 5(1), 73-79.### Graph literacy: a cross-cultural comparison

Understanding Data Accessibility for People with Intellectual and Developmental Disabilities [Project Page]

Understanding Data Accessibility for People with Intellectual and Developmental Disabilities [PDF Viewer]

Ref: Keke Wu et al (2021). Understanding Data Accessibility for People with Intellectual and Developmental Disabilities.

Visualisation tools for blind people using multiple modalities [PDF]

Ref: Brewster, S. (2002). Visualization tools for blind people using multiple modalities. Disability and rehabilitation, 24(11-12), 613-621.

Visualization is Not Enough [Slides]

Ref: Heer, Jeffrey (2019). Visualization is not Enough.

(Note: see the epilogue from slide 97 an onwards.)

Visualizing for the Non‐Visual: Enabling the Visually Impaired to Use Visualization [PDF]

Ref: Choi, J., Jung, S., Park, D. G., Choo, J., & Elmqvist, N. (2019, June). Visualizing for the Non‐Visual: Enabling the Visually Impaired to Use Visualization. In Computer Graphics Forum (Vol. 38, No. 3, pp. 249-260).

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