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Edward Rolf Tufte (; born March 14, 1942), sometimes known as "ET",. is an American
statistician A statistician is a person who works with theoretical or applied statistics. The profession exists in both the private and public sectors. It is common to combine statistical knowledge with expertise in other subjects, and statisticians may w ...
and
professor emeritus ''Emeritus'' (; female: ''emerita'') is an adjective used to designate a retired chair, professor, pastor, bishop, pope, director, president, prime minister, rabbi, emperor, or other person who has been "permitted to retain as an honorary title ...
of
political science Political science is the scientific study of politics. It is a social science dealing with systems of governance and power, and the analysis of political activities, political thought, political behavior, and associated constitutions and ...
,
statistics Statistics (from German: '' Statistik'', "description of a state, a country") is the discipline that concerns the collection, organization, analysis, interpretation, and presentation of data. In applying statistics to a scientific, indust ...
, and
computer science Computer science is the study of computation, automation, and information. Computer science spans theoretical disciplines (such as algorithms, theory of computation, information theory, and automation) to Applied science, practical discipli ...
at
Yale University Yale University is a private research university in New Haven, Connecticut. Established in 1701 as the Collegiate School, it is the third-oldest institution of higher education in the United States and among the most prestigious in the w ...
. He is noted for his writings on
information design Information design is the practice of presenting information in a way that fosters an efficient and effective understanding of the information. The term has come to be used for a specific area of graphic design related to displaying information ...
and as a pioneer in the field of
data visualization Data and information visualization (data viz or info viz) is an interdisciplinary field that deals with the graphic representation of data and information. It is a particularly efficient way of communicating when the data or information is nu ...
.


Biography

Edward Rolf Tufte was born in 1942 in
Kansas City, Missouri Kansas City (abbreviated KC or KCMO) is the largest city in Missouri by population and area. As of the 2020 United States census, 2020 census, the city had a population of 508,090 in 2020, making it the List of United States cities by populat ...
, to Virginia Tufte (1918–2020) and Edward E. Tufte (1912–1999). He grew up in
Beverly Hills, California Beverly Hills is a city located in Los Angeles County, California. A notable and historic suburb of Greater Los Angeles, it is in a wealthy area immediately southwest of the Hollywood Hills, approximately northwest of downtown Los Angeles. ...
, where his father was a longtime city official, and he graduated from
Beverly Hills High School Beverly Hills High School (usually abbreviated as Beverly or as BHHS) is the only major public high school in Beverly Hills, California. The other public high school in Beverly Hills, Moreno High School, is a small alternative school located on B ...
.Reynolds, Christopher.
"ART; Onward means going upward; Edward Tufte has spent his career fighting the visually dull and flat. Even his sculpture is a leap."
''
Los Angeles Times The ''Los Angeles Times'' (abbreviated as ''LA Times'') is a daily newspaper that started publishing in Los Angeles in 1881. Based in the LA-adjacent suburb of El Segundo since 2018, it is the sixth-largest newspaper by circulation in the ...
'', November 14, 2002. Accessed April 23, 2008. " dward Tufte who shares in Cheshire, Conn., with his wife,
graphic design Graphic design is a profession, academic discipline and applied art whose activity consists in projecting visual communications intended to transmit specific messages to social groups, with specific objectives. Graphic design is an interdiscip ...
professor Inge Druckrey, and three golden retrievers, is a 1960 graduate of Beverly Hills High School."
He received a BS and MS in statistics from
Stanford University Stanford University, officially Leland Stanford Junior University, is a private research university in Stanford, California. The campus occupies , among the largest in the United States, and enrolls over 17,000 students. Stanford is conside ...
and a PhD in political science from
Yale Yale University is a private research university in New Haven, Connecticut. Established in 1701 as the Collegiate School, it is the third-oldest institution of higher education in the United States and among the most prestigious in the wor ...
. His dissertation, completed in 1968, was entitled ''The Civil Rights Movement and Its Opposition''. He was then hired by
Princeton University Princeton University is a private research university in Princeton, New Jersey. Founded in 1746 in Elizabeth as the College of New Jersey, Princeton is the fourth-oldest institution of higher education in the United States and one of the ...
's
Woodrow Wilson School The Princeton School of Public and International Affairs (formerly the Woodrow Wilson School of Public and International Affairs) is a professional public policy school at Princeton University. The school provides an array of comprehensive course ...
, where he taught courses in
political economy Political economy is the study of how economic systems (e.g. markets and national economies) and political systems (e.g. law, institutions, government) are linked. Widely studied phenomena within the discipline are systems such as labour ...
and
data analysis Data analysis is a process of inspecting, cleansing, transforming, and modeling data with the goal of discovering useful information, informing conclusions, and supporting decision-making. Data analysis has multiple facets and approaches, enc ...
while publishing three quantitatively inclined political science books. In 1975, while at Princeton, Tufte was asked to teach a statistics course to a group of journalists who were visiting the school to study economics. He developed a set of readings and lectures on
statistical graphics Statistical graphics, also known as statistical graphical techniques, are graphics used in the field of statistics for data visualization. Overview Whereas statistics and data analysis procedures generally yield their output in numeric or tabu ...
, which he further developed in joint seminars he taught with renowned statistician
John Tukey John Wilder Tukey (; June 16, 1915 – July 26, 2000) was an American mathematician and statistician, best known for the development of the fast Fourier Transform (FFT) algorithm and box plot. The Tukey range test, the Tukey lambda distributi ...
, a pioneer in the field of information design. These course materials became the foundation for his first book on information design, ''The Visual Display of Quantitative Information''.. After negotiations with major publishers failed, Tufte decided to self-publish ''Visual Display'' in 1982, working closely with graphic designer Howard Gralla. He financed the work by taking out a second mortgage on his home. The book quickly became a commercial success and secured his transition from political scientist to information expert. On March 5, 2010, President
Barack Obama Barack Hussein Obama II ( ; born August 4, 1961) is an American politician who served as the 44th president of the United States from 2009 to 2017. A member of the Democratic Party (United States), Democratic Party, Obama was the first Af ...
appointed Tufte to the American Recovery and Reinvestment Act's Recovery Independent Advisory Panel "to provide transparency in the use of Recovery-related funds"..


Work

Tufte is an expert in the presentation of informational graphics such as
chart A chart (sometimes known as a graph) is a graphical representation for data visualization, in which "the data is represented by symbols, such as bars in a bar chart, lines in a line chart, or slices in a pie chart". A chart can represent ...
s and
diagram A diagram is a symbolic representation of information using visualization techniques. Diagrams have been used since prehistoric times on walls of caves, but became more prevalent during the Enlightenment. Sometimes, the technique uses a three ...
s, and is a fellow of the
American Statistical Association The American Statistical Association (ASA) is the main professional organization for statisticians and related professionals in the United States. It was founded in Boston, Massachusetts on November 27, 1839, and is the second oldest continuousl ...
. He has held fellowships from the Guggenheim Foundation and the
Center for Advanced Study in the Behavioral Sciences The Center for Advanced Study in the Behavioral Sciences (CASBS) is an interdisciplinary research lab at Stanford University that offers a residential postdoctoral fellowship program for scientists and scholars studying "the five core social and ...
.


Information design

Tufte's writing is important in such fields as
information design Information design is the practice of presenting information in a way that fosters an efficient and effective understanding of the information. The term has come to be used for a specific area of graphic design related to displaying information ...
and visual literacy, which deal with the visual communication of information. He coined the word ''
chartjunk Chartjunk refers to all visual elements in charts and graphs that are not necessary to comprehend the information represented on the graph, or that distract the viewer from this information. Markings and visual elements can be called chartjunk if ...
'' to refer to useless, non-informative, or information-obscuring elements of quantitative information displays. Tufte's other key concepts include what he calls the ''lie factor'', the ''data-ink ratio'', and the ''data density'' of a graphic. He uses the term "data-ink ratio" to argue against using excessive decoration in visual displays of quantitative information. In ''Visual Display'', Tufte explains, "Sometimes decoration can help editorialize about the substance of the graphic. But it is wrong to distort the data measures—the ink locating values of numbers—in order to make an editorial comment or fit a decorative scheme." Tufte encourages the use of data-rich
illustration An illustration is a decoration, interpretation or visual explanation of a text, concept or process, designed for integration in print and digital published media, such as posters, flyers, magazines, books, teaching materials, animations, video ...
s that present all available data. When such illustrations are examined closely, every
data point In statistics, a unit of observation is the unit described by the data that one analyzes. A study may treat groups as a unit of observation with a country as the unit of analysis, drawing conclusions on group characteristics from data collected at ...
has a value, but when they are looked at more generally, only trends and patterns can be observed. Tufte suggests these macro/micro readings be presented in the space of an eye-span, in the high resolution format of the printed page, and at the unhurried pace of the viewer's leisure. He uses several historical examples to make his case. These include John Snow's cholera outbreak map,
Charles Joseph Minard Charles Joseph Minard (; ; 27 March 1781 – 24 October 1870) was a French civil engineer recognized for his significant contribution in the field of information graphics in civil engineering and statistics. Minard was, among other things, noted ...
's ''Carte Figurative'', early
space debris Space debris (also known as space junk, space pollution, space waste, space trash, or space garbage) are defunct human-made objects in space—principally in Earth orbit—which no longer serve a useful function. These include derelict spacec ...
plots,
Galileo Galilei Galileo di Vincenzo Bonaiuti de' Galilei (15 February 1564 – 8 January 1642) was an Italian astronomer, physicist and engineer, sometimes described as a polymath. Commonly referred to as Galileo, his name was pronounced (, ). He ...
's ''
Sidereus Nuncius ''Sidereus Nuncius'' (usually ''Sidereal Messenger'', also ''Starry Messenger'' or ''Sidereal Message'') is a short Astronomy, astronomical treatise (or ''pamphlet'') published in New Latin by Galileo Galilei on March 13, 1610. It was the first ...
'', and Maya Lin's
Vietnam Veterans Memorial The Vietnam Veterans Memorial is a U.S. national memorial in Washington, D.C., honoring service members of the U.S. armed forces who served in the Vietnam War. The site is dominated by two black granite walls engraved with the names of those ...
. For instance, the listing of the names of deceased soldiers on the black granite of Lin's sculptural memorial is shown to be more powerful as a chronological list rather than as an alphabetical one. The sacrifice each fallen individual has made is thus highlighted within the overall time scope of the war. In ''Sidereus Nuncius'' Galilei presents the nightly observations of the moons of Jupiter in relation to the body itself, interwoven with the two-month narrative record.


Criticism of PowerPoint

Tufte has criticized the way
Microsoft PowerPoint Microsoft PowerPoint is a presentation program, created by Robert Gaskins and Dennis Austin at a software company named Forethought, Inc. It was released on April 20, 1987, initially for Macintosh computers only. Microsoft acquired Power ...
is typically used. In his essay "The Cognitive Style of PowerPoint", Tufte criticizes many aspects of the software: * Its use as a way to guide and reassure a presenter, rather than to enlighten the audience; * Its unhelpfully simplistic tables and charts, a design decision holdover from the low resolution of early computer displays; * The outliner's causing ideas to be arranged in an artificially deep hierarchy, itself subverted by the need to restate the hierarchy on each slide; * Enforcement of the audience's lockstep linear progression through that hierarchy (whereas with handouts, readers could browse and relate items at their leisure); * Poor
typography Typography is the art and technique of arranging type to make written language legible, readable and appealing when displayed. The arrangement of type involves selecting typefaces, point sizes, line lengths, line-spacing ( leading), an ...
and chart layout, from presenters who are poor designers or who use poorly designed templates and default settings (in particular, difficulty in using
scientific notation Scientific notation is a way of expressing numbers that are too large or too small (usually would result in a long string of digits) to be conveniently written in decimal form. It may be referred to as scientific form or standard index form, o ...
); * Simplistic thinking—from ideas being squashed into bulleted lists; and stories with a beginning, middle, and end being turned into a collection of disparate, loosely disguised points—presenting a misleading façade of objectivity and neutrality that people associate with science, technology, and "bullet points". Tufte cites the way PowerPoint was used by
NASA The National Aeronautics and Space Administration (NASA ) is an independent agency of the US federal government responsible for the civil space program, aeronautics research, and space research. NASA was established in 1958, succeedin ...
engineers in the events leading to the
Space Shuttle Columbia disaster The Space Shuttle ''Columbia'' disaster was a fatal accident in the United States space program that occurred on February 1, 2003. During the STS-107 mission, Space Shuttle ''Columbia'' disintegrated as it reentered the atmosphere over Te ...
as an example of PowerPoint's many problems. The software style is designed to
persuade Persuasion or persuasion arts is an umbrella term for influence. Persuasion can influence a person's beliefs, attitudes, intentions, motivations, or behaviours. Persuasion is studied in many disciplines. Rhetoric studies modes of persua ...
rather than to inform people of technical details. Tufte's analysis of a NASA PowerPoint slide is included in the Columbia Accident Investigation Board’s report -- including an engineering detail buried in small type on a crowded slide with six bullet points, that if presented in a regular engineering
white paper A white paper is a report or guide that informs readers concisely about a complex issue and presents the issuing body's philosophy on the matter. It is meant to help readers understand an issue, solve a problem, or make a decision. A white paper ...
, might have been noticed and the disaster prevented.. Instead, Tufte argues that the most effective way of presenting information in a technical setting, such as an academic seminar or a meeting of industry experts, is by distributing a brief written report that can be read by all participants in the first 5 to 10 minutes of the meeting. Tufte believes that this is the most efficient method of transferring knowledge from the presenter to the audience and then the rest of the meeting is devoted to discussion and debate.


Small multiple

One method Tufte encourages to allow quick visual comparison of multiple series is the small multiple, a chart with many series shown on a single pair of axes that can often be easier to read when displayed as several separate pairs of axes placed next to each other. He suggests this is particularly helpful when the series are measured on quite different vertical (''y''-axis) scales, but over the same range on the horizontal ''x''-axis (usually time).


Sparkline

Sparklines are a condensed way to present trends and variation, associated with a measurement such as average
temperature Temperature is a physical quantity that expresses quantitatively the perceptions of hotness and coldness. Temperature is measured with a thermometer. Thermometers are calibrated in various temperature scales that historically have relied o ...
or
stock market A stock market, equity market, or share market is the aggregation of buyers and sellers of stocks (also called shares), which represent ownership claims on businesses; these may include ''securities'' listed on a public stock exchange, ...
activity, often embedded directly in the text; for example: The Dow Jones index for February 7, 2006 . These are often used as elements of a small multiple with several lines used together. Tufte explains the sparkline as a kind of "word" that conveys rich information without breaking the flow of a sentence or paragraph made of other "words" both visual and conventional. To date, the earliest known implementation of sparklines was conceived by interaction designer Peter Zelchenko and implemented by programmer Mike Medved in early 1998.


Sculpture

Beyond his academic endeavors over the years, Tufte has created sculptures, often large outdoor ones made of metal or stone, which were first primarily exhibited on his own rural
Connecticut Connecticut () is the southernmost state in the New England region of the Northeastern United States. It is bordered by Rhode Island to the east, Massachusetts to the north, New York (state), New York to the west, and Long Island Sound to the ...
property. In 2009–10, some of these artworks were exhibited at the Aldrich Contemporary Art Museum in
Ridgefield, Connecticut Ridgefield is a town in Fairfield County, Connecticut, United States. Situated in the foothills of the Berkshire Mountains, the 300-year-old community had a population of 25,033 at the 2020 census. The town center, which was formerly a borough ...
, in the one-man show ''Edward Tufte: Seeing Around''. The Tufte sculpture garden in Woodbury, Connecticut is open to the public one day per year. In 2010, Edward Tufte opened a gallery, ET Modern, in
New York City New York, often called New York City or NYC, is the List of United States cities by population, most populous city in the United States. With a 2020 population of 8,804,190 distributed over , New York City is also the L ...
's Chelsea Art District" at 11th Avenue and 20th Street. The gallery closed in 2013.


Bibliography


Works on political economy

* * * . * * * *Edward R. Tufte reviewed work: * . * * . * . * * * * * * * . * *Edward R. Tufte reviewed work: *Edward R. Tufte reviewed work: * *Edward R. Tufte reviewed work: *. * *


Works of analytic design

* . * * . * * * * * . * . * . * . * .


Exhibitions

* . * . * . Unavailable 19 Feb. 2020.


References


External links

* . * . * . * , 47 min. * sharply criticizes Tufte's analysis of pre-disaster non-employment of graphics in ''Visual Explanations''. Robison was a
Rochester Institute of Technology Rochester Institute of Technology (RIT) is a private research university in the town of Henrietta in the Rochester, New York, metropolitan area. The university offers undergraduate and graduate degrees, including doctoral and professional ...
professor; Boisjoly a directly involved Thiokol engineer; Hoeker and Young freshman RIT students
Alternative link.
* . * . * . * . * . {{DEFAULTSORT:Tufte, Edward Rolf 1942 births Living people People from Kansas City, Missouri American statisticians Design writers Information graphic designers Information visualization experts Beverly Hills High School alumni Stanford University alumni Yale Graduate School of Arts and Sciences alumni Yale University faculty AIGA medalists Fellows of the American Statistical Association Center for Advanced Study in the Behavioral Sciences fellows 21st-century American sculptors