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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 Theory, theoretical or applied statistics. The profession exists in both the private sector, private and public sectors. It is common to combine statistical knowledge with expertise in other subjects, a ...
and
professor emeritus ''Emeritus/Emerita'' () is an honorary title granted to someone who retirement, retires from a position of distinction, most commonly an academic faculty position, but is allowed to continue using the previous title, as in "professor emeritus". ...
of
political science Political science is the scientific study of politics. It is a social science dealing with systems of governance and Power (social and political), power, and the analysis of political activities, political philosophy, political thought, polit ...
,
statistics Statistics (from German language, German: ', "description of a State (polity), state, a country") is the discipline that concerns the collection, organization, analysis, interpretation, and presentation of data. In applying statistics to a s ...
, and
computer science Computer science is the study of computation, information, and automation. Computer science spans Theoretical computer science, theoretical disciplines (such as algorithms, theory of computation, and information theory) to Applied science, ...
at
Yale University Yale University is a Private university, private Ivy League research university in New Haven, Connecticut, United States. Founded in 1701, Yale is the List of Colonial Colleges, third-oldest institution of higher education in the United Stat ...
. 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/vis or info viz/vis) is the practice of designing and creating Graphics, graphic or visual Representation (arts), representations of a large amount of complex quantitative and qualitative data and i ...
.


Early life and education

Edward Rolf Tufte was born in 1942 in
Kansas City, Missouri Kansas City, Missouri, abbreviated KC or KCMO, is the largest city in the U.S. state of Missouri by List of cities in Missouri, population and area. The city lies within Jackson County, Missouri, Jackson, Clay County, Missouri, Clay, and Pl ...
, 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, United States. A notable and historic suburb of Los Angeles, it is located just southwest of the Hollywood Hills, approximately northwest of downtown Los Angeles. Beverly Hills ...
, where his father was a longtime city official. He graduated from the public
Beverly Hills High School Beverly Hills High School (shortly as BHHS or Beverly) is a public high school in Beverly Hills, California. The other public high school in Beverly Hills is Moreno High School, a small alternative school located on Beverly Hills High School's c ...
.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'' is an American Newspaper#Daily, daily newspaper that began publishing in Los Angeles, California, in 1881. Based in the Greater Los Angeles city of El Segundo, California, El Segundo since 2018, it is the List of new ...
'', 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 that involves creating visual communications intended to transmit specific messages to social groups, with specific objectives. Graphic design is an interdisciplinary branch of ...
professor Inge Druckrey, and three golden retrievers, is a 1960 graduate of Beverly Hills High School."
Tufte received a BS and a MS in statistics from
Stanford University Leland Stanford Junior University, commonly referred to as Stanford University, is a Private university, private research university in Stanford, California, United States. It was founded in 1885 by railroad magnate Leland Stanford (the eighth ...
, and a Doctor of Philosophy in political science from
Yale University Yale University is a Private university, private Ivy League research university in New Haven, Connecticut, United States. Founded in 1701, Yale is the List of Colonial Colleges, third-oldest institution of higher education in the United Stat ...
. His dissertation was completed in 1968 and titled ''The Civil Rights Movement and Its Opposition''.


Career

Tufte was hired in 1967 by the Woodrow Wilson School of
Princeton University Princeton University is a private university, private Ivy League research university in Princeton, New Jersey, United States. Founded in 1746 in Elizabeth, New Jersey, Elizabeth as the College of New Jersey, Princeton is the List of Colonial ...
as a lecturer in politics and public affairs, where he steadily moved up to the rank of full Professor in 1972. He taught courses there in
political economy Political or comparative economy is a branch of political science and economics studying economic systems (e.g. Marketplace, markets and national economies) and their governance by political systems (e.g. law, institutions, and government). Wi ...
and
data analysis Data analysis is the process of inspecting, Data cleansing, cleansing, Data transformation, transforming, and Data modeling, modeling data with the goal of discovering useful information, informing conclusions, and supporting decision-making. Da ...
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 tabul ...
, 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 Tufte's first book on information design, ''The Visual Display of Quantitative Information''.. In 1977, Tufte left Princeton University for Yale University, where he accepted an appointment as Professor of
Political Science Political science is the scientific study of politics. It is a social science dealing with systems of governance and Power (social and political), power, and the analysis of political activities, political philosophy, political thought, polit ...
,
Statistics Statistics (from German language, German: ', "description of a State (polity), state, a country") is the discipline that concerns the collection, organization, analysis, interpretation, and presentation of data. In applying statistics to a s ...
, and
Computer Science Computer science is the study of computation, information, and automation. Computer science spans Theoretical computer science, theoretical disciplines (such as algorithms, theory of computation, and information theory) to Applied science, ...
, as well as a Senior Critic at the
Yale School of Art The Yale School of Art is the art school of Yale University. Founded in 1869 as the first professional fine arts school in the United States, it grants Master of Fine Arts, Masters of Fine Arts degrees to students completing a two-year course in g ...
.
/ref> After negotiations with major publishers failed, Tufte decided to self-publish the book ''The Visual Display of Quantitative Information'' in 1982, working closely with graphic designer Howard Gralla. Tufte financed the work by taking out a second mortgage on his home. The book quickly became a commercial success and secured Tufte's transition from political scientist to information expert. In 1999, after 22 years of service at Yale University, his professorship at Yale was made
Emeritus ''Emeritus/Emerita'' () is an honorary title granted to someone who retires from a position of distinction, most commonly an academic faculty position, but is allowed to continue using the previous title, as in "professor emeritus". In some c ...
. On March 5, 2010, President
Barack Obama Barack Hussein Obama II (born August 4, 1961) is an American politician who was the 44th president of the United States from 2009 to 2017. A member of the Democratic Party, he was the first African American president in American history. O ...
appointed Tufte to the American Recovery and Reinvestment Act's Recovery Independent Advisory Panel "to provide transparency in the use of Recovery-related funds"..


Infographic work

Tufte is an expert in the presentation of
infographics Infographics (a clipped compound of "information" and "graphics") are graphic visual representations of information, data, or knowledge intended to present information quickly and clearly.Doug Newsom and Jim Haynes (2004). ''Public Relations Wri ...
such as
chart A chart (sometimes known as a graph) is a graphics, 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 repres ...
s and
diagram A diagram is a symbolic Depiction, representation of information using Visualization (graphics), visualization techniques. Diagrams have been used since prehistoric times on Cave painting, walls of caves, but became more prevalent during the Age o ...
s, and is a fellow of the American Statistical Association. 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 institution at Stanford University designed to advance the frontiers of knowledge about human behavior and society, and contribute to the resoluti ...
.


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'' 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. Tufte 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 digitally published media, such as posters, flyers, magazines, books, teaching materials, animations, vi ...
s 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. Tufte 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, space garbage, or cosmic debris) are defunct human-made objects in spaceprincipally in Earth orbitwhich no longer serve a useful function. These include dere ...
plots,
Galileo Galilei Galileo di Vincenzo Bonaiuti de' Galilei (15 February 1564 – 8 January 1642), commonly referred to as Galileo Galilei ( , , ) or mononymously as Galileo, was an Italian astronomer, physicist and engineer, sometimes described as a poly ...
's ''
Sidereus Nuncius ''Sidereus Nuncius'' (usually ''Sidereal Messenger'', also ''Starry Messenger'' or ''Sidereal Message'') is a short astronomical treatise (or ''pamphlet'') published in Neo-Latin by Galileo Galilei on March 13, 1610. It was the first published ...
'', and Maya Lin's
Vietnam Veterans Memorial The Vietnam Veterans Memorial, commonly called the Vietnam 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 granit ...
. 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'', Galileo 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, developed by Microsoft. It was originally created by Robert Gaskins, Tom Rudkin, and Dennis Austin at a software company named Forethought, Inc. It was released on April 20, 1987, initially ...
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 An outliner (or outline processor) is a specialized type of text editor (word processor) used to create and edit Outline (list), outlines, which are text files which have a tree structure or a tree view, for organization. Textual information is co ...
'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 Typesetting, arranging type to make written language legibility, legible, readability, readable and beauty, appealing when displayed. The arrangement of type involves selecting typefaces, Point (typogra ...
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 to be conveniently written in decimal form, since to do so would require writing out an inconveniently long string of digits. It may be referred to as scientif ...
); * 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 agencies of the United States government, independent agency of the federal government of the United States, US federal government responsible for the United States ...
engineers in the events leading to the Space Shuttle Columbia disaster 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. Since the 199 ...
, 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

Sparkline A sparkline is a very small line chart, typically drawn without axes or coordinates. It presents the general shape of a variation (typically over time) in some measurement, such as temperature or stock market price, in a simple and highly condens ...
s are a condensed way to present trends and variation, associated with a measurement such as average
temperature Temperature is a physical quantity that quantitatively expresses the attribute of hotness or coldness. Temperature is measurement, measured with a thermometer. It reflects the average kinetic energy of the vibrating and colliding atoms making ...
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 a ...
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, that were first primarily exhibited on his own rural
Connecticut Connecticut ( ) is a U.S. state, state in the New England region of the Northeastern United States. It borders Rhode Island to the east, Massachusetts to the north, New York (state), New York to the west, and Long Island Sound to the south. ...
property. In 2009–10, some of these artworks were exhibited at the Aldrich Contemporary Art Museum in
Ridgefield, Connecticut Ridgefield is an affluent New England town, town in Fairfield County, Connecticut, Fairfield County, Connecticut, United States. Situated in the foothills of the Berkshire Mountains and on the New York state border, Ridgefield had a population o ...
, in the one-man show ''Edward Tufte: Seeing Around''.


Hogpen Hill Farms

Hogpen Hill Farms, the Tufte sculpture garden in Woodbury, Connecticut, is open to the public on summer weekends.


ET Modern

In 2010, Edward Tufte opened a gallery, ET Modern, in
New York City New York, often called New York City (NYC), is the most populous city in the United States, located at the southern tip of New York State on one of the world's largest natural harbors. The city comprises five boroughs, each coextensive w ...
'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 The Rochester Institute of Technology (RIT) is a private university, private research university in Henrietta, New York, a suburb of Rochester, New York, Rochester. It was founded in 1829. It is one of only two institute of technology, institut ...
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 Data and 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