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 wor ...
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, 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 practical disciplines (includin ...
at
Yale University
Yale University is a Private university, private research university in New Haven, Connecticut. Established in 1701 as the Collegiate School, it is the List of Colonial Colleges, third-oldest institution of higher education in the United Sta ...
. He is noted for his writings on
information design and as a pioneer in the field of
data visualization.
Biography
Edward Rolf Tufte was born in 1942 in
Kansas City, Missouri, to
Virginia Tufte
Virginia James Tufte (August 19, 1918 – March 28, 2020) was a writer and distinguished emerita professor of English at the University of Southern California. Her special fields were Milton, Renaissance poetry, and the history and grammar of E ...
(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.
[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 professor Inge Druckrey
Inge Druckrey (born 1940 in Germany) is a designer and educator, who brought the Swiss school of design to the United States. She taught at Yale University, Rhode Island School of Design, University of Hartford, Philadelphia College of Art, Kunst ...
, and three golden retrievers, is a 1960 graduate of Beverly Hills High School." He received a BS and MS in statistics from
Stanford University and a PhD in political science from
Yale.
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 n ...
's
Woodrow Wilson School, 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, en ...
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, 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
charts and
diagrams, 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 continuous ...
. He has held fellowships from the
Guggenheim Foundation and the
Center for Advanced Study in the Behavioral Sciences.
Information design
Tufte's writing is important in such fields as
information design 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
illustrations that present all available data. When such illustrations are examined closely, every
data point 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's
''Carte Figurative'', early
space debris 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 w ...
's ''
Sidereus Nuncius'', and
Maya Lin's
Vietnam Veterans Memorial. 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 PowerPoi ...
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, succeedi ...
engineers in the events leading to the
Space Shuttle Columbia disaster
The Space Shuttle ''Columbia'' disaster was a fatal accident in the list of space programs of the United States, United States space program that occurred on February 1, 2003. During the STS-107 mission, Space Shuttle Space Shuttle Columbia, ...
as an example of PowerPoint's many problems. The software style is designed to
persuade 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 pape ...
, 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 on ...
or
stock market 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 to the west, and Long Island Sound to the south. Its cap ...
property. In 2009–10, some of these artworks were exhibited at the
Aldrich Contemporary Art Museum in
Ridgefield, Connecticut, 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 most populous city in the United States. With a 2020 population of 8,804,190 distributed over , New York City is also the most densely populated major city in the U ...
's
Chelsea Art District
Chelsea is a neighborhood on the West Side of the borough of Manhattan in New York City. The area's boundaries are roughly 14th Street to the south, the Hudson River and West Street to the west, and Sixth Avenue to the east, with its northern b ...
"
at 11th Avenue and 20th Street. The gallery closed in 2013.
Bibliography
Works on political economy
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Works of analytic design
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Exhibitions
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References
External links
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* , 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 university, private research university in the town of Henrietta, New York, Henrietta in the Rochester, New York, metropolitan area. The university offers undergraduate and graduate degree ...
professor; Boisjoly a directly involved Thiokol engineer; Hoeker and Young freshman RIT students
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{{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