{"id":491,"date":"2022-04-24T20:25:56","date_gmt":"2022-04-24T16:55:56","guid":{"rendered":"http:\/\/mahshad.pro\/?p=491"},"modified":"2022-04-24T20:28:11","modified_gmt":"2022-04-24T16:58:11","slug":"how-to-make-data-visualizations-or-any-design-more-accessible","status":"publish","type":"post","link":"https:\/\/mahshad.pro\/?p=491","title":{"rendered":"How to make data visualizations (or any design) more accessible?"},"content":{"rendered":"\nPhoto by <a href=\"https:\/\/unsplash.com\/@ro_ka?utm_source=unsplash&#038;utm_medium=referral&#038;utm_content=creditCopyText\">Robert Katzki<\/a> on <a href=\"https:\/\/unsplash.com\/s\/photos\/color-blind?utm_source=unsplash&#038;utm_medium=referral&#038;utm_content=creditCopyText\">Unsplash<\/a>\n\n\n\n<p><\/p>\n\n\n\n<p>Colors are usually used to convey a message; whether to represent gain and loss, to stop or to go, even to determine a button\u2019s function. But how can we ensure that our users are able to distinguish between the colors in our design?<\/p>\n\n\n\n<p>It is estimated that about 300 million people in the world are color blinded, 1 in 12 men (8%) and 1 in 200 women (0.5%).<\/p>\n\n\n\n<p>Three main types of color vision deficiency are:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Deuteranopia\/Deuteranomaly (green-blind\/-weak) (most common)<\/li><li>Protanopia\/Protanomaly (red-blind\/-weak)<\/li><li>Tritanopia\/Tritanomaly (blue-blind\/-weak) (less common)<\/li><\/ul>\n\n\n\n<p>As a designer or data visualizer, it is necessary to make sure a color blinded user is able to distinguish between the colors used in graphics.<\/p>\n\n\n\n<p>A common mistake is to use red and green together where each element may represent a different message. I witness it frequently in financial reports where red is used for loss and green for gain. Below charts show how visuals may look like to a person with color vision deficiency.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"644\" height=\"671\" src=\"http:\/\/mahshad.pro\/wp-content\/uploads\/Normal-vs-Deut-vision.png\" alt=\"\" class=\"wp-image-493\" srcset=\"https:\/\/mahshad.pro\/wp-content\/uploads\/Normal-vs-Deut-vision.png 644w, https:\/\/mahshad.pro\/wp-content\/uploads\/Normal-vs-Deut-vision-288x300.png 288w, https:\/\/mahshad.pro\/wp-content\/uploads\/Normal-vs-Deut-vision-400x417.png 400w\" sizes=\"auto, (max-width: 644px) 100vw, 644px\" \/><figcaption>A comparison of a same chart between normal and deuteranopia vision<\/figcaption><\/figure>\n\n\n\n<p>The best way to avoid such mistakes is to try to see the colors from a color blinded person perspective. There are plenty of resources available to help with choosing the right color palettes. I also found a great tool which let\u2019s you simulate colors for either types, and compare against normal vision. You can access it in below link:<\/p>\n\n\n\n<p><a href=\"https:\/\/davidmathlogic.com\/colorblind\">https:\/\/davidmathlogic.com\/colorblind<\/a><\/p>\n\n\n\n<p>Interested to learn more? Check these sources:<\/p>\n\n\n\n<p>https:\/\/www.colourblindawareness.org\/<br>https:\/\/www.allaboutvision.com\/conditions\/color-blindness\/types-of-color-blindness\/<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Tips for making data visualizations more accessible and inclusive for color blinded users<\/p>\n","protected":false},"author":1,"featured_media":492,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[15],"tags":[61,62,64,63,32,60,58,59,65],"class_list":["post-491","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-color","tag-color-blind","tag-color-vision-deficiency","tag-colour-blind","tag-data-visualization","tag-dataviz","tag-design","tag-design-thinking","tag-information-design","has-thumbnail"],"_links":{"self":[{"href":"https:\/\/mahshad.pro\/index.php?rest_route=\/wp\/v2\/posts\/491","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mahshad.pro\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mahshad.pro\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mahshad.pro\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mahshad.pro\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=491"}],"version-history":[{"count":4,"href":"https:\/\/mahshad.pro\/index.php?rest_route=\/wp\/v2\/posts\/491\/revisions"}],"predecessor-version":[{"id":497,"href":"https:\/\/mahshad.pro\/index.php?rest_route=\/wp\/v2\/posts\/491\/revisions\/497"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mahshad.pro\/index.php?rest_route=\/wp\/v2\/media\/492"}],"wp:attachment":[{"href":"https:\/\/mahshad.pro\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=491"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mahshad.pro\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=491"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mahshad.pro\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=491"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}