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Agreed this is an important topic and that much more attention is needed! Our lab has a closely related paper on causal assumptions and ways we can better contextualize visualizations using counterfactuals. I think it’s important to keep in mind the types of conclusions we expect people to make people when we design visualizations. https://vaclab.unc.edu/publication/tvcg_2022_kaul/tvcg_2022_kaul.pdf

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This is so interesting David! Thanks so much! I did not recall this paper. I'll take a closer look as soon as I can. Thanks for sharing. If you happen to have more references please let me know. Thanks.

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