{"id":1839,"date":"2011-12-23T10:47:13","date_gmt":"2011-12-23T15:47:13","guid":{"rendered":"http:\/\/labrigger.com\/blog\/?p=1839"},"modified":"2011-12-23T10:47:13","modified_gmt":"2011-12-23T15:47:13","slug":"visualizations","status":"publish","type":"post","link":"http:\/\/labrigger.com\/blog\/2011\/12\/23\/visualizations\/","title":{"rendered":"Visualizations"},"content":{"rendered":"<p align=\"center\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/labrigger.com\/blog\/wp-content\/uploads\/2011\/12\/tweetsByLocAndLanguage.png\" alt=\"\" title=\"Each dot is a tweet mapped by GeoIP and color-coded for language\" width=\"600\" height=\"369\" class=\"aligncenter size-full wp-image-1842\" srcset=\"http:\/\/labrigger.com\/blog\/wp-content\/uploads\/2011\/12\/tweetsByLocAndLanguage.png 600w, http:\/\/labrigger.com\/blog\/wp-content\/uploads\/2011\/12\/tweetsByLocAndLanguage-300x184.png 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/p>\n<p><a href=\"http:\/\/visual.ly\/\">Visual.ly<\/a> recently posted a list of the top visualizations of 2011. <a href=\"http:\/\/visual.ly\/language-communities-twitter\">This<\/a> is a map of the world in which Twitter tweets are plotted using their GeoIP info and color-coded based on language. Looks cool, but there is no message. I could have guessed how this map would look. Germans tweet in German, Brazilians tweet in Portuguese, and so on. Big urban centers have a lot of tweets. Developing economic areas and sparsely populated regions don&#8217;t. I don&#8217;t see anything interesting. And so many of the colors are difficult to distinguish, if there is any new information, it&#8217;s difficult to figure out. They should have added more text labels on the map to identify languages near where they are found. Really? This is #1 on the list?<\/p>\n<p>The field of data visualization is not well defined. The comeliness of a visualization is important, but if there is nothing revealed by the visualization&#8211; no story told&#8211; then it fails. There seems to be quite a number of people who enjoy studying data visualization who are almost purely interested in the aesthetics. This makes it difficult to really get good advice. A <a href=\"http:\/\/www.sciencemag.org\/content\/334\/6063\/1643.full\">recent book review<\/a> in Science by Robert Kosara seems to be wrestling with this issue. Two books are covered, Yau&#8217;s <em>Visualize This<\/em>, and Lima&#8217;s <em>Visual Complexity<\/em>. The former is a practical guide to creating effective visualizations, the latter is a collection of breath takingly beautiful works of art with no apparent message. Kosara notes that Lima &#8220;never attempts to explain what viewers can learn from any of the examples.&#8221;<\/p>\n<p><a href=\"http:\/\/en.wikipedia.org\/wiki\/Edward_Tufte\">Tufte<\/a> has already said much of what needs to be said about data visualization. For example: &#8220;Have a message.&#8221; &#8220;No chart junk.&#8221; &#8220;Maximize the data-ink ratio.&#8221; Tufte himself <a href=\"http:\/\/www.edwardtufte.com\/bboard\/q-and-a-fetch-msg?msg_id=0001TV\">said of Lima&#8217;s book<\/a>, &#8220;One useful question to ask of each image is: What did I learn from this, in addition to seeing an elegant architecture?&#8221;<\/p>\n<p>Yau does an excellent job following Tufte&#8217;s principles. He has a website that is worth checking out, <a href=\"http:\/\/flowingdata.com\/\">flowingdata.com<\/a>. And don&#8217;t forget <a href=\"http:\/\/www.edwardtufte.com\/tufte\/index\">Tufte&#8217;s own website<\/a>. <a href=\"http:\/\/junkcharts.typepad.com\/\">Junk Charts<\/a> is good too. It just posted this holiday Venn diagram:<\/p>\n<p align=\"center\"><a href=\"http:\/\/www.stephenwildish.co.uk\/images\/santa.gif\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/labrigger.com\/blog\/wp-content\/uploads\/2011\/12\/venn.png\" alt=\"\" title=\"Click for original.\" width=\"399\" height=\"410\" class=\"aligncenter size-full wp-image-1843\" srcset=\"http:\/\/labrigger.com\/blog\/wp-content\/uploads\/2011\/12\/venn.png 399w, http:\/\/labrigger.com\/blog\/wp-content\/uploads\/2011\/12\/venn-291x300.png 291w\" sizes=\"auto, (max-width: 399px) 100vw, 399px\" \/><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p align=\"center\">\n<p><a href=\"http:\/\/visual.ly\/\">Visual.ly<\/a> recently posted a list of the top visualizations of 2011. <a href=\"http:\/\/visual.ly\/language-communities-twitter\">This<\/a> is a map of the world in which Twitter&#8230;<\/p>\n<div class=\"read-more\"><a href=\"http:\/\/labrigger.com\/blog\/2011\/12\/23\/visualizations\/\">Read More<\/a><\/div><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[25,24],"class_list":["post-1839","post","type-post","status-publish","format-standard","hentry","category-tips","tag-analysis","tag-dissemination"],"_links":{"self":[{"href":"http:\/\/labrigger.com\/blog\/wp-json\/wp\/v2\/posts\/1839","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/labrigger.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/labrigger.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/labrigger.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/labrigger.com\/blog\/wp-json\/wp\/v2\/comments?post=1839"}],"version-history":[{"count":5,"href":"http:\/\/labrigger.com\/blog\/wp-json\/wp\/v2\/posts\/1839\/revisions"}],"predecessor-version":[{"id":1847,"href":"http:\/\/labrigger.com\/blog\/wp-json\/wp\/v2\/posts\/1839\/revisions\/1847"}],"wp:attachment":[{"href":"http:\/\/labrigger.com\/blog\/wp-json\/wp\/v2\/media?parent=1839"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/labrigger.com\/blog\/wp-json\/wp\/v2\/categories?post=1839"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/labrigger.com\/blog\/wp-json\/wp\/v2\/tags?post=1839"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}