{"id":6430,"date":"2005-10-12T07:30:00","date_gmt":"2005-10-12T07:30:00","guid":{"rendered":"http:\/\/www.earthwidemoth.com\/blog\/2005\/10\/12\/tufte-visual-di\/"},"modified":"2005-10-12T07:30:00","modified_gmt":"2005-10-12T07:30:00","slug":"tufte-visual-di","status":"publish","type":"post","link":"https:\/\/www.earthwidemoth.com\/blog\/2005\/10\/12\/tufte-visual-di\/","title":{"rendered":"Tufte &#8211; <i>Visual Display\/Quantitative Information<\/i> (1983)"},"content":{"rendered":"<span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">\u23f3 Approximate reading time: <\/span> <span class=\"rt-time\"> 3<\/span> <span class=\"rt-label rt-postfix\">mins<\/span><\/span><p>Excellent graphics are simple, clear pictures of numbers, Tufte argues in<br \/>\nthis &quot;landmark&quot; book, <i><br \/>\n<a  href=\"http:\/\/www.edwardtufte.com\/tufte\/books_vdqi\">The Visual<br \/>\nDisplay of Quantitative Information<\/a><\/i>.&nbsp; Basic graphical designs&#8211;&quot;box plots,<br \/>\nbar charts, historograms, and scatterplots&quot; (124)&#8211;have in common principles of<br \/>\nfunctional simplicity and clarity. Note the review comment attributed to the<br \/>\nBoston Globe: &quot;A visual Strunk and White.&quot; I read the first edition, and it&#8217;s<br \/>\ncurrently out in a second edition, so these notes should be so-understood.&nbsp;<br \/>\nThey reflect the 1983 edition&#8211;the version that later needed an update for one<br \/>\nreason or other.&nbsp; <\/p>\n<p><!--more--><\/p>\n<p>Tufte&#8217;s book is filled with examples, and because the examples are<br \/>\nillustrative&#8211;literally graphical&#8211;<i>TVDOQI<\/i> is good for browsing and for<br \/>\ncasual returns or future reference.&nbsp; The principles guiding Tufte&#8217;s project<br \/>\nare fairly straightforward: &quot;Graphics <i>reveal<\/i> data&quot; (13).&nbsp; Just how<br \/>\nthey reveal data <i>best<\/i> along with anti-examples or failures of statistical<br \/>\ngraphics to reveal data simply and clearly&#8211;these are the concerns guiding the<br \/>\nbook.&nbsp; The pages are filled with successes and failures rel. to lie factors<br \/>\n(57) and chart junk (107).&nbsp; Tufte also looks at data-ink ratios; he argues<br \/>\nthat effective statistical graphics should make comparison easy to see.&nbsp;<br \/>\nThey should tell the story of the data with design variables matching exactly to<br \/>\ndata variables and with minimal interference from decorative schemes and<br \/>\neditorializing (59).&nbsp; <i>TVDOQI<\/i> advocates tailoring tidy relationships between data and graphical<br \/>\nrepresentations of data.&nbsp; Representation and reading, however, are not<br \/>\ndepicted as complicated, flexible or interpretive; they&#8217;re strict activities<br \/>\nunderstood as rigid (timeless, acontextual) universals and rigid psychological<br \/>\nmodels of comprehension and visual experience. <\/p>\n<p>Tufte&#8217;s project is explicitly focused on quantitative data; he is quite<br \/>\ndirect about the primacy of clarity as the ultimate aim of the statistical<br \/>\ngraphics he&#8217;s concerned with.&nbsp; Because his project is bracketed in this<br \/>\nway, it raises, for me, questions about a broader representative arena.&nbsp;<br \/>\nWhy not <i>The Visual Display of Qualitative Information<\/i>(like city blocks with<br \/>\nphotographs at the beginning of&nbsp; <i>Sidewalk<\/i>) or <i>The Visual Display<br \/>\nof Imaginative Information<\/i> (mind-mapping and conceptual graphing)?&nbsp; They&#8217;re<br \/>\nnot quite the same type of scientistic data-sets Tufte looks at in <i>TVDOQI<\/i>,<br \/>\nbut his project is still useful for thinking about these other areas.<\/p>\n<p>Tufte rationalizes several claims on a scarcity model of (re)presentational<br \/>\nspace (i.e. front pages of news papers or the confines of scientific journals);<br \/>\none of his formulas&#8211;the data-ink ratio (93)&#8211;falls right in line with a related theme:  design<br \/>\nefficiencies that presume normal, undifferentiated reading of statistical graphs.&nbsp; Lasting and<br \/>\ninsightful as some of these codes might be, the critiques of moire effects<br \/>\n(patterned shading) and pencil strokes for the drafting artist apply more<br \/>\nroundly to the historical moment&#8211;<i>how many turns of the straight-edge should<br \/>\na rug plot (135) require<\/i>&#8230;and so on.<\/p>\n<p>I had a few thoughts about small multiples (170)&#8211;one of the varieties of<br \/>\nstatistical graphics I hadn&#8217;t thought much about before.&nbsp; And I should<br \/>\nreturn to the few pages near the end where Tufte articulates an integrative view<br \/>\nof words, numbers and pictures (181).&nbsp; Bits from the brief section on the<br \/>\nintegrative view seem to conflict with the consistent lines of data-as-truth and<br \/>\ngraphs-as-clear.&nbsp; The example of a page from Leonardo&#8217;s notebook is<br \/>\ninteresting, too. But all in all, Tufte, widely associated as he is with data<br \/>\nvisualization, tips heavily into constraint and reduction with <i>TVDOQI<\/i>.&nbsp; <\/p>\n<p>&quot;The design of statistical graphics is a universal matter&#8211;like<br \/>\nmathematics&#8211;and is not tied to the unique features of a particular language.&quot;<br \/>\n(2)<br \/>\n&quot;Graphics <i>reveal<\/i> data&quot; (13).<br \/>\n&quot;The distinguished graphic successfully organizes a large collection of numbers,<br \/>\nmakes comparisons between different parts of the data, and tells a story&quot; (30).<br \/>\n&quot;But no information, no sense of discovery, no wonder, no substance is generated<br \/>\nby chartjunk&quot; (121).<\/p>\n","protected":false},"excerpt":{"rendered":"<p><span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">\u23f3 Approximate reading time: <\/span> <span class=\"rt-time\"> 3<\/span> <span class=\"rt-label rt-postfix\">mins<\/span><\/span>Excellent graphics are simple, clear pictures of numbers, Tufte argues in this &quot;landmark&quot; book, The Visual Display of Quantitative Information.&nbsp; Basic graphical designs&#8211;&quot;box plots, bar charts, historograms, and scatterplots&quot; (124)&#8211;have in common principles of functional simplicity and clarity. Note the review comment attributed to the Boston Globe: &quot;A visual Strunk and White.&quot; I read the&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ngg_post_thumbnail":0,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":false,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"jetpack_post_was_ever_published":false},"categories":[167],"tags":[424,482,318,485,366,433,484],"class_list":["post-6430","post","type-post","status-publish","format-standard","hentry","category-reading_notes","tag-design","tag-graphs","tag-new-media","tag-tufte","tag-visual-models","tag-visuality","tag-visualization"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Tufte - Visual Display\/Quantitative Information (1983) - Earth Wide Moth<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.earthwidemoth.com\/blog\/2005\/10\/12\/tufte-visual-di\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Tufte - Visual Display\/Quantitative Information (1983) - Earth Wide Moth\" \/>\n<meta property=\"og:description\" content=\"\u23f3 Approximate reading time:  3 minsExcellent graphics are simple, clear pictures of numbers, Tufte argues in this &quot;landmark&quot; book, The Visual Display of Quantitative Information.&nbsp; Basic graphical designs&#8211;&quot;box plots, bar charts, historograms, and scatterplots&quot; (124)&#8211;have in common principles of functional simplicity and clarity. 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The chapter presents four basic sentence types or kernels: equations with be, equations with linking verbs, transitives, and intransitives. In the first half of the chapter, Tufte attaches numerous examples to\u2026","rel":"","context":"In &quot;Dry Ogre Chalking&quot;","block_context":{"text":"Dry Ogre Chalking","link":"https:\/\/www.earthwidemoth.com\/blog\/category\/dry_ogre_chalking\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":7086,"url":"https:\/\/www.earthwidemoth.com\/blog\/2007\/03\/08\/provisional-bib\/","url_meta":{"origin":6430,"position":1},"title":"Provisional Bibliography","author":"Derek Mueller","date":"March 8, 2007","format":false,"excerpt":"Below the fold, a provisional bibliography for the dissertation prospectus. Anderson, Chris. The Long Tail. New York: Hyperion, 2006. Ball, Philip. Critical Mass. New York: Farrar, Straus and Giroux, 2004. Barabasi, Alberto-Laszlo. Linked. New York: Perseus, 2002. Bazerman, Charles. \"A Relationship between Reading and Writing: The Conversational Model.\" College English\u2026","rel":"","context":"In &quot;Dissertation&quot;","block_context":{"text":"Dissertation","link":"https:\/\/www.earthwidemoth.com\/blog\/category\/dissertation\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":6915,"url":"https:\/\/www.earthwidemoth.com\/blog\/2008\/03\/17\/manovich-data-v\/","url_meta":{"origin":6430,"position":2},"title":"Manovich, &quot;Data Visualization as New Abstraction and as Anti-Sublime&quot;","author":"Derek Mueller","date":"March 17, 2008","format":false,"excerpt":"\u00a0Manovich, Lev. \"Data Visualization as New Abstraction and as Anti-Sublime.\" Small Tech: The Culture of Digital Tools. Eds. Byron Hawk, David Reider, and Ollie Oviedo. Electronic Mediations Ser. 22. Minneapolis: U of Minnesota P, 2008. Why render data visually? Lev Manovich, in \"Data Visualization as New Abstraction and as Anti-sublime,\"\u2026","rel":"","context":"In &quot;Reading Notes&quot;","block_context":{"text":"Reading Notes","link":"https:\/\/www.earthwidemoth.com\/blog\/category\/reading_notes\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":6372,"url":"https:\/\/www.earthwidemoth.com\/blog\/2005\/08\/12\/for-reading\/","url_meta":{"origin":6430,"position":3},"title":"For Reading","author":"Derek Mueller","date":"August 12, 2005","format":false,"excerpt":"Here are the booklists for the two classes I'm taking this fall.\u00a0 I ordered many of them the other day (had several from the second list already on the office shelf).\u00a0 The second class (690) is an independent study, so I was thinking that it might be worthwhile to (semi)formalize\u2026","rel":"","context":"In &quot;Reading Notes&quot;","block_context":{"text":"Reading Notes","link":"https:\/\/www.earthwidemoth.com\/blog\/category\/reading_notes\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":6411,"url":"https:\/\/www.earthwidemoth.com\/blog\/2005\/09\/19\/baudrillard-sim\/","url_meta":{"origin":6430,"position":4},"title":"Baudrillard &#8211; Simulacra and Simulation (1981\/1994)","author":"Derek Mueller","date":"September 19, 2005","format":false,"excerpt":"Baudrillard begins by suggesting the impossibility of Borges's exhaustive map, a precise cartography of the empire.\u00a0 According to Baudrillard, such a map is no longer possible; the farcical project is rendered impossible because of \"the precession of simulacra,\" which we might take as an onslaught of images without immediate reference\u2026","rel":"","context":"In &quot;Reading Notes&quot;","block_context":{"text":"Reading Notes","link":"https:\/\/www.earthwidemoth.com\/blog\/category\/reading_notes\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":7102,"url":"https:\/\/www.earthwidemoth.com\/blog\/2007\/08\/01\/flower-and-haye-1\/","url_meta":{"origin":6430,"position":5},"title":"Flower and Hayes, &quot;Uncovering Cognitive Processes in Writing: An Introduction to Protocol Analysis&quot;","author":"Derek Mueller","date":"August 1, 2007","format":false,"excerpt":"Hayes, John R., and Linda S. Flower. \"Uncovering Cognitive Processes in Writing: An Introduction to Protocol Analysis.\" Research On Writing: Principles and Methods. Peter Mosenthal, Lynne Tamor, and Sean A. Walmsley, eds. New York: Longman, 1983. 207-220. Leading off the \"Observational Approaches\" section in the Mosenthal collection, Flower and Hayes\u2026","rel":"","context":"In &quot;Models&quot;","block_context":{"text":"Models","link":"https:\/\/www.earthwidemoth.com\/blog\/category\/models\/"},"img":{"alt_text":"Cognitive Process Model, p. 208 (from 1981)","src":"https:\/\/i0.wp.com\/farm2.static.flickr.com\/1359\/1196475334_8544680e2c.jpg?resize=350%2C200","width":350,"height":200},"classes":[]}],"jetpack_likes_enabled":true,"_links":{"self":[{"href":"https:\/\/www.earthwidemoth.com\/blog\/wp-json\/wp\/v2\/posts\/6430","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.earthwidemoth.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.earthwidemoth.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.earthwidemoth.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.earthwidemoth.com\/blog\/wp-json\/wp\/v2\/comments?post=6430"}],"version-history":[{"count":0,"href":"https:\/\/www.earthwidemoth.com\/blog\/wp-json\/wp\/v2\/posts\/6430\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.earthwidemoth.com\/blog\/wp-json\/wp\/v2\/media?parent=6430"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.earthwidemoth.com\/blog\/wp-json\/wp\/v2\/categories?post=6430"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.earthwidemoth.com\/blog\/wp-json\/wp\/v2\/tags?post=6430"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}