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Infographics (a
clipped compound ''Clipped'' is a video featuring five tracks by the Australian hard rock band AC/DC. First released in 1991, it contained three tracks from ''The Razors Edge (AC/DC album), The Razors Edge'' and two from ''Blow Up Your Video''. In 2002 a DVD ve ...
of "
information Information is an abstract concept that refers to that which has the power to inform. At the most fundamental level information pertains to the interpretation of that which may be sensed. Any natural process that is not completely random ...
" and "
graphics Graphics () are visual images or designs on some surface, such as a wall, canvas, screen, paper, or stone, to inform, illustrate, or entertain. In contemporary usage, it includes a pictorial representation of data, as in design and manufacture ...
") are graphic visual representations of information,
data In the pursuit of knowledge, data (; ) is a collection of discrete values that convey information, describing quantity, quality, fact, statistics, other basic units of meaning, or simply sequences of symbols that may be further interpreted ...
, or
knowledge Knowledge can be defined as awareness of facts or as practical skills, and may also refer to familiarity with objects or situations. Knowledge of facts, also called propositional knowledge, is often defined as true belief that is distinc ...
intended to present information quickly and clearly.Doug Newsom and Jim Haynes (2004). ''Public Relations Writing: Form and Style''. p.236. They can improve cognition by utilizing graphics to enhance the human visual system's ability to see patterns and trends.Card, S. (2009). Information visualization. In A. Sears & J. A. Jacko (Eds.), Human-Computer Interaction: Design Issues, Solutions, and Applications (pp. 510-543). Boca Raton, FL: CRC Press. Similar pursuits are
information visualization Information is an abstract concept that refers to that which has the power to inform. At the most fundamental level information pertains to the interpretation of that which may be sensed. Any natural process that is not completely random, ...
,
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 num ...
,
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 ...
,
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 ...
, or
information architecture Information architecture (IA) is the structural design of shared information environments; the art and science of organizing and labelling websites, intranets, online communities and software to support usability and findability; and an emerging ...
. Infographics have evolved in recent years to be for
mass communication Mass communication is the process of imparting and exchanging information through mass media to large segments of the population. It is usually understood for relating to various forms of media, as its technologies are used for the dissemination o ...
, and thus are designed with fewer assumptions about the readers' knowledge base than other types of visualizations. Isotypes are an early example of infographics conveying information quickly and easily to the masses.


Overview

Infographics have been around for many years and recently the increase of the number of easy-to-use, free tools have made the creation of infographics available to a large segment of the population. Social media sites such as
Facebook Facebook is an online social media and social networking service owned by American company Meta Platforms. Founded in 2004 by Mark Zuckerberg with fellow Harvard College students and roommates Eduardo Saverin, Andrew McCollum, Dustin M ...
and
Twitter Twitter is an online social media and social networking service owned and operated by American company Twitter, Inc., on which users post and interact with 280-character-long messages known as "tweets". Registered users can post, like, and ...
have also allowed for individual infographics to be spread among many people around the world. Infographics are widely used in the age of short attention span. In newspapers, infographics are commonly used to show the weather, as well as maps, site plans, and graphs for summaries of data. Some books are almost entirely made up of information graphics, such as
David Macaulay David Macaulay (born 2 December 1946) is a British-born American illustrator and writer. His works include ''Cathedral'' (1973), ''The Way Things Work'' (1988) and ''The New Way Things Work'' (1998). His illustrations have been featured in ...
's ''
The Way Things Work ''The Way Things Work'' is a 1988 nonfiction book by David Macaulay with technical text by Neil Ardley. It is an entertaining introduction to everyday machines and the scientific principles behind their operation, describing machines as simple ...
''. The Snapshots in ''
USA Today ''USA Today'' (stylized in all uppercase) is an American daily middle-market newspaper and news broadcasting company. Founded by Al Neuharth on September 15, 1982, the newspaper operates from Gannett's corporate headquarters in Tysons, Virgini ...
'' are also an example of simple infographics used to convey news and current events. Modern maps, especially route maps for transit systems, use infographic techniques to integrate a variety of information, such as the conceptual layout of the transit network, transfer points, and local landmarks. Public transportation maps, such as those for the
Washington Metro The Washington Metro (or simply Metro), formally the Metrorail,Google Books search/preview
and the
London Underground map The Tube map (sometimes called the London Underground map) is a schematic transit map, transport map of the lines, stations and services of the London Underground, known colloquially as "the Tube", hence the map's name. The first schematic Tube ...
, are well-known infographics. Public places such as transit terminals usually have some sort of integrated "signage system" with standardized icons and stylized maps. In his 1983 "landmark book" ''The Visual Display of Quantitative Information'',
Edward Tufte Edward Rolf Tufte (; born March 14, 1942), sometimes known as "ET",. is an American statistician and professor emeritus of political science, statistics, and computer science at Yale University. He is noted for his writings on information design ...
defines "graphical displays" in the following passage: While contemporary infographics often deal with "qualitative" or soft subjects, generally speaking, Tufte's 1983 definition still speaks, in a broad sense, to what infographics are, and what they do—which is to condense large amounts of information into a form where it will be more easily absorbed by the reader.


History


Early history

In 1626,
Christoph Scheiner Christoph Scheiner SJ (25 July 1573 (or 1575) – 18 June 1650) was a Jesuit priest, physicist and astronomer in Ingolstadt. Biography Augsburg/Dillingen: 1591–1605 Scheiner was born in Markt Wald near Mindelheim in Swabia, earlier markgrava ...
published the ''
Rosa Ursina sive Sol Rosa or De Rosa may refer to: People *Rosa (given name) *Rosa (surname) *Santa Rosa (female given name from Latin-a latinized variant of Rose) Places *223 Rosa, an asteroid *Rosa, Alabama, a town, United States * Rosa, Germany, in Thuringia, Ge ...
'', a book that revealed his research about the rotation of the sun. Infographics appeared in the form of
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, vid ...
s demonstrating the Sun's rotation patterns. In 1786,
William Playfair William Playfair (22 September 1759 – 11 February 1823), a Scottish engineer and political economist, served as a secret agent on behalf of Great Britain during its war with France. The founder of graphical methods of statistics, Playfai ...
, an engineer and political economist, published the first data graphs in his book ''The Commercial and Political Atlas''. To represent the economy of 18th Century
England England is a country that is part of the United Kingdom. It shares land borders with Wales to its west and Scotland to its north. The Irish Sea lies northwest and the Celtic Sea to the southwest. It is separated from continental Europe b ...
, Playfair used statistical graphs,
bar chart A bar chart or bar graph is a chart or graph that presents categorical data with rectangular bars with heights or lengths proportional to the values that they represent. The bars can be plotted vertically or horizontally. A vertical bar chart is ...
s,
line graph In the mathematical discipline of graph theory, the line graph of an undirected graph is another graph that represents the adjacencies between edges of . is constructed in the following way: for each edge in , make a vertex in ; for every ...
s,
area chart An area chart or area graph displays graphically quantitative data. It is based on the line chart. The area between axis and line are commonly emphasized with colors, textures and hatchings. Commonly one compares two or more quantities with an ar ...
s, and
histograms A histogram is an approximate representation of the frequency distribution, distribution of numerical data. The term was first introduced by Karl Pearson. To construct a histogram, the first step is to "Data binning, bin" (or "Data binning, buck ...
. In his work, ''Statistical Breviary'', he is credited with introducing the first
pie chart A pie chart (or a circle chart) is a circular Statistical graphics, statistical graphic, which is divided into slices to illustrate numerical proportion. In a pie chart, the arc length of each slice (and consequently its central angle and are ...
. Around 1820, modern geography was established by
Carl Ritter Carl Ritter (August 7, 1779September 28, 1859) was a German geographer. Along with Alexander von Humboldt, he is considered one of the founders of modern geography. From 1825 until his death, he occupied the first chair in geography at the Univer ...
. His maps included shared frames, agreed map legends, scales, repeatability, and fidelity. Such a map can be considered a "supersign" which combines sign systems—as defined by
Charles Sanders Peirce Charles Sanders Peirce ( ; September 10, 1839 – April 19, 1914) was an American philosopher, logician, mathematician and scientist who is sometimes known as "the father of pragmatism". Educated as a chemist and employed as a scientist for t ...
—consisting of symbols, icons, indexes as representations. Other examples can be seen in the works of geographers Ritter and
Alexander von Humboldt Friedrich Wilhelm Heinrich Alexander von Humboldt (14 September 17696 May 1859) was a German polymath, geographer, naturalist, explorer, and proponent of Romantic philosophy and science. He was the younger brother of the Prussian minister, p ...
. In 1857, English nurse
Florence Nightingale Florence Nightingale (; 12 May 1820 – 13 August 1910) was an English Reform movement, social reformer, statistician and the founder of modern nursing. Nightingale came to prominence while serving as a manager and trainer of nurses during t ...
used information graphics to persuade
Queen Victoria Victoria (Alexandrina Victoria; 24 May 1819 – 22 January 1901) was Queen of the United Kingdom of Great Britain and Ireland from 20 June 1837 until Death and state funeral of Queen Victoria, her death in 1901. Her reign of 63 years and 21 ...
to improve conditions in military hospitals. The principal one she used was the Coxcomb chart, a combination of stacked bar and pie charts, depicting the number and causes of deaths during each month of the
Crimean War The Crimean War, , was fought from October 1853 to February 1856 between Russia and an ultimately victorious alliance of the Ottoman Empire, France, the United Kingdom and Piedmont-Sardinia. Geopolitical causes of the war included the de ...
. 1861 saw the release of an influential information graphic on the subject of
Napoleon Napoleon Bonaparte ; it, Napoleone Bonaparte, ; co, Napulione Buonaparte. (born Napoleone Buonaparte; 15 August 1769 – 5 May 1821), later known by his regnal name Napoleon I, was a French military commander and political leader who ...
's disastrous march on Moscow. The graphic's creator,
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 ...
, captured four different changing variables that contributed to Napoleon's downfall in a single
two-dimensional In mathematics, a plane is a Euclidean (flat), two-dimensional surface that extends indefinitely. A plane is the two-dimensional analogue of a point (zero dimensions), a line (one dimension) and three-dimensional space. Planes can arise as s ...
image: the army's direction as they traveled, the location the troops passed through, the size of the army as troops died from hunger and wounds, and the freezing temperatures they experienced.
James Joseph Sylvester James Joseph Sylvester (3 September 1814 – 15 March 1897) was an English mathematician. He made fundamental contributions to matrix theory, invariant theory, number theory, partition theory, and combinatorics. He played a leadership ro ...
introduced the term "graph" in 1878 in the scientific magazine ''
Nature Nature, in the broadest sense, is the physics, physical world or universe. "Nature" can refer to the phenomenon, phenomena of the physical world, and also to life in general. The study of nature is a large, if not the only, part of science. ...
'' and published a set of diagrams showing the relationship between chemical bonds and mathematical properties. These were also some of the first mathematical graphs.


20th century

In 1900, the African-American historian, sociologist, writer, and Black rights activist,
W.E.B. Du Bois William Edward Burghardt Du Bois ( ; February 23, 1868 – August 27, 1963) was an American-Ghanaian sociologist, socialist, historian, and Pan-Africanist civil rights activist. Born in Great Barrington, Massachusetts, Du Bois grew up in ...
presented data visualizations at the
Exposition Universelle (1900) The Exposition Universelle of 1900, better known in English as the 1900 Paris Exposition, was a world's fair held in Paris, France, from 14 April to 12 November 1900, to celebrate the achievements of the past century and to accelerate developmen ...
in Paris, France. In addition to curating 500 photographs of the lives of Black Americans, Du Bois and his Atlanta University team of students and scholars created 60 handmade data visualizations to document the ways Black Americans were being denied access to education, housing, employment, and household wealth. The
Cologne Progressives The Cologne Progressives was an art movement and were an informal group of artists based in the Cologne and Düsseldorf area of Germany. They came together following the First World War and participated in the radical workers' movement. History ...
developed an aesthetic approach to art that focused on communicating information.
Gerd Arntz Gerd Arntz (11 December 1900, in Remscheid – 4 December 1988, in The Hague) was a German Modernist artist renowned for his black and white woodcuts. A core member of the Cologne Progressives, he was also a council communist. The Cologne Progress ...
,
Peter Alma Peter Alma (18 January 1886 Medan – 23 May 1969 Amsterdam) was a Dutch artist. Alma was born in Medan, Indonesia and attended the Royal Academy of Art, The Hague in 1904. On the recommendation of Franz Seiwert he was employed by the Gesellscha ...
and
Augustin Tschinkel Augustin Tschinkel (1905, Prague – 1983, Cologne) was a Czech artist active with the Figurative Constructivist art movement. Tschinkel went to Cologne, Germany to attend the ''Pressa'' exhibition there. He was working with Ladislav Sutnar who w ...
, all participants in this movement were recruited by
Otto Neurath Otto Karl Wilhelm Neurath (; 10 December 1882 – 22 December 1945) was an Austrian-born philosopher of science, sociologist, and political economist. He was also the inventor of the ISOTYPE method of pictorial statistics and an innovator in mu ...
for the
Gesellschafts- und Wirtschaftsmuseum Gesellschafts- und Wirtschaftsmuseum (Museum for Social and Economic Affairs) is a museum located in Margareten, Vienna. History Following World War I, Vienna experienced extreme devastation and deprivation which radicalized architects and designe ...
, where they developed the
Vienna Method Isotype (International System of Typographic Picture Education) is a method of showing social, technological, biological, and historical connections in pictorial form. It consists of a set of standardized and abstracted pictorial symbols to repres ...
from 1926 to 1934. Here simple images were used to represent data in a structured way. Following the victory of
Austrofascism The Fatherland Front ( de-AT, Vaterländische Front, ''VF'') was the right-wing conservative, nationalist and corporatist ruling political organisation of the Federal State of Austria. It claimed to be a nonpartisan movement, and aimed to unite ...
in the
Austrian Civil War The Austrian Civil War (german: Österreichischer Bürgerkrieg), also known as the February Uprising (german: Februarkämpfe), was a few days of skirmishes between Austrian government and socialist forces between 12 and 16 February 1934, in Aust ...
, the team moved to the
Netherlands ) , anthem = ( en, "William of Nassau") , image_map = , map_caption = , subdivision_type = Sovereign state , subdivision_name = Kingdom of the Netherlands , established_title = Before independence , established_date = Spanish Netherl ...
where they continued their work rebranding it Isotypes (International System of Typographic Picture Education). The method was also applied by
IZOSTAT IZOSTAT (ИЗОСТАТ) ( rus, Всесоюзный институт изобразительной статистики советского строительства и хозяйства) was the "All-union Institute of Pictorial Statistics o ...
(ИЗОСТАТ) in the
Soviet Union The Soviet Union,. officially the Union of Soviet Socialist Republics. (USSR),. was a transcontinental country that spanned much of Eurasia from 1922 to 1991. A flagship communist state, it was nominally a federal union of fifteen national ...
. In 1942
Isidore Isou Isidore Isou (; 29 January 1925 – 28 July 2007), born Isidor Goldstein, was a Romanian-born French poet, dramaturge, novelist, film director, economist, and visual artist who lived in the 20th century. He was the founder of Lettrism, an art ...
published the
Lettrist Lettrism is a French avant-garde movement, established in Paris in the mid-1940s by Romanian immigrant Isidore Isou. In a body of work totaling hundreds of volumes, Isou and the Lettrists have applied their theories to all areas of art and culture ...
manifesto, a document covering art, culture, poetry, film, and political theory. The included works also called
metagraphics Hypergraphy, also called hypergraphics or metagraphics, is an experimental form of visual communication developed by the Lettrist movement. Hypergraphy abandons the phonetic values communicated by most conventional written languages in favor of ...
and
hypergraphics Hypergraphy, also called hypergraphics or metagraphics, is an experimental form of visual communication developed by the Lettrist movement. Hypergraphy abandons the phonetic values communicated by most conventional written languages in favor of ...
, are a synthesis of writing and visual art. In 1958
Stephen Toulmin Stephen Edelston Toulmin (; 25 March 1922 – 4 December 2009) was a British philosopher, author, and educator. Influenced by Ludwig Wittgenstein, Toulmin devoted his works to the analysis of moral reasoning. Throughout his writings, he sought t ...
proposed a graphical argument model, called The Toulmin Model of Argumentation. The diagram contained six interrelated components used for analyzing arguments and was considered Toulmin's most influential work, particularly in the field of rhetoric, communication, and computer science. The Toulmin Model of Argumentation became influential in argumentation theory and its applications. In 1972 and 1973, respectively, the
Pioneer 10 ''Pioneer 10'' (originally designated Pioneer F) is an American space probe, launched in 1972 and weighing , that completed the first mission to the planet Jupiter. Thereafter, ''Pioneer 10'' became the first of five artificial objects to ach ...
and
Pioneer 11 ''Pioneer 11'' (also known as ''Pioneer G'') is a robotic space probe launched by NASA on April 5, 1973, to study the asteroid belt, the environment around Jupiter and Saturn, solar winds, and cosmic rays. It was the first probe to encounter ...
spacecraft included on their vessels the
Pioneer Plaque The Pioneer plaques are a pair of gold-anodized aluminum plaques that were placed on board the 1972 ''Pioneer 10'' and 1973 ''Pioneer 11'' spacecraft, featuring a pictorial message, in case either ''Pioneer 10'' or ''11'' is intercepted by inte ...
s, a pair of gold-anodized aluminum plaques, each featuring a pictorial message. The pictorial messages included nude male and female figures as well as symbols that were intended to provide information about the origin of the spacecraft. The images were designed by
Carl Sagan Carl Edward Sagan (; ; November 9, 1934December 20, 1996) was an American astronomer, planetary scientist, cosmologist, astrophysicist, astrobiologist, author, and science communicator. His best known scientific contribution is research on ext ...
and
Frank Drake Frank Donald Drake (May 28, 1930 – September 2, 2022) was an American astrophysicist and astrobiologist. He began his career as a radio astronomer, studying the planets of the Solar System and later pulsars. Drake expanded his interests t ...
and were unique in that their graphical meanings were to be understandable to extraterrestrial beings, who would have no conception of human language. A pioneer in data visualization,
Edward Tufte Edward Rolf Tufte (; born March 14, 1942), sometimes known as "ET",. is an American statistician and professor emeritus of political science, statistics, and computer science at Yale University. He is noted for his writings on information design ...
, wrote a series of books – ''Visual Explanations'', ''The Visual Display of Quantitative Information'', and ''Envisioning Information'' – on the subject of information graphics. Referred to by
The New York Times ''The New York Times'' (''the Times'', ''NYT'', or the Gray Lady) is a daily newspaper based in New York City with a worldwide readership reported in 2020 to comprise a declining 840,000 paid print subscribers, and a growing 6 million paid ...
as the “
da Vinci Leonardo di ser Piero da Vinci (15 April 14522 May 1519) was an Italian polymath of the High Renaissance who was active as a painter, Drawing, draughtsman, engineer, scientist, theorist, sculptor, and architect. While his fame initially res ...
of Data”, Tufte began to give day-long lectures and workshops on the subject of infographics starting in 1993. , Tufte still gives these lectures. To Tufte, good data visualizations represent every data point accurately and enable a viewer to see trends and patterns in the data. Tufte's contribution to the field of data visualization and infographics is considered immense, and his design principles can be seen in many websites, magazines, and newspapers today. The infographics created by Peter Sullivan for
The Sunday Times ''The Sunday Times'' is a British newspaper whose circulation makes it the largest in Britain's quality press market category. It was founded in 1821 as ''The New Observer''. It is published by Times Newspapers Ltd, a subsidiary of News UK, whi ...
in the 1970s, 1980s, and 1990s were some of the key factors in encouraging newspapers to use more infographics. Sullivan is also one of the few authors who have written about information graphics in newspapers. Likewise, the staff artists at USA Today, the
United States The United States of America (U.S.A. or USA), commonly known as the United States (U.S. or US) or America, is a country primarily located in North America. It consists of 50 states, a federal district, five major unincorporated territorie ...
newspaper that debuted in 1982, established the goal of using graphics to make information easier to comprehend. However, the paper has received criticism for oversimplifying news stories and for creating infographics that some find emphasizes entertainment over content and data. Tufte coined the term
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 graphics that are visually appealing to the point of losing the information contained within them. With
vector graphics Vector graphics is a form of computer graphics in which visual images are created directly from geometric shapes defined on a Cartesian plane, such as points, lines, curves and polygons. The associated mechanisms may include vector display a ...
and
raster graphics upright=1, The Smiley, smiley face in the top left corner is a raster image. When enlarged, individual pixels appear as squares. Enlarging further, each pixel can be analyzed, with their colors constructed through combination of the values for ...
becoming ubiquitous in computing in the 21st Century, data visualizations have been applied to commonly used computer systems, including
desktop publishing Desktop publishing (DTP) is the creation of documents using page layout software on a personal ("desktop") computer. It was first used almost exclusively for print publications, but now it also assists in the creation of various forms of online c ...
and
Geographic Information System A geographic information system (GIS) is a type of database containing Geographic data and information, geographic data (that is, descriptions of phenomena for which location is relevant), combined with Geographic information system software, sof ...
s (GIS). Closely related to the field of information graphics is
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 ...
, which is the creation of infographics.


21st century

By the year 2000,
Adobe Flash Adobe Flash (formerly Macromedia Flash and FutureSplash) is a multimedia Computing platform, software platform used for production of Flash animation, animations, rich web applications, application software, desktop applications, mobile apps, mo ...
-based animations on the Internet had made use of many key practices in creating infographics in order to create a variety of products and games. Likewise,
television Television, sometimes shortened to TV, is a telecommunication medium for transmitting moving images and sound. The term can refer to a television set, or the medium of television transmission. Television is a mass medium for advertisin ...
began to incorporate infographics into the viewers' experiences in the early 2000s. One example of infographics usage in television and in pop culture is the 2002 music video by the
Norwegian Norwegian, Norwayan, or Norsk may refer to: *Something of, from, or related to Norway, a country in northwestern Europe *Norwegians, both a nation and an ethnic group native to Norway *Demographics of Norway *The Norwegian language, including the ...
musicians of
Röyksopp Röyksopp (), a Norwegian electronic music duo from Tromsø formed in 1998. The duo consists of Svein Berge and Torbjørn Brundtland. Berge and Brundtland were introduced to each other through a mutual friend in Tromsø, Norway. They enjoye ...
, for their song " Remind Me." The video was composed entirely of animated infographics. Similarly, in 2004, a television commercial for the French nuclear technology company
Areva Areva S.A. is a French multinational group specializing in nuclear power headquartered in Courbevoie, France. Before its 2016 corporate restructuring, Areva was majority-owned by the French state through the French Alternative Energies and Atom ...
used animated infographics as an advertising tactic. Both of these videos and the attention they received have conveyed to other fields the potential value of using information graphics to describe complex information efficiently. With the rise of alternatives to Adobe Flash, such as
HTML 5 HTML5 is a markup language used for structuring and presenting content on the World Wide Web. It is the fifth and final major HTML version that is a World Wide Web Consortium (W3C) recommendation. The current specification is known as the HTML ...
and
CSS3 Cascading Style Sheets (CSS) is a style sheet language used for describing the presentation of a document written in a markup language such as HTML or XML (including XML dialects such as Scalable Vector Graphics, SVG, MathML or XHTML). CS ...
, infographics are now created in a variety of media with a number of software tools. The field of
journalism Journalism is the production and distribution of reports on the interaction of events, facts, ideas, and people that are the "news of the day" and that informs society to at least some degree. The word, a noun, applies to the occupation (profes ...
has also incorporated and applied information graphics to news stories. For stories that intend to include text, images, and graphics, the system called the
maestro concept The Maestro concept is a time-management technique used in journalism in order to assist the newsroom to work in a project-based, teamwork-intensive manner by "thinking like a reader". The Maestro concept begins with a "great story idea" that is ...
allows entire newsrooms to collaborate and organize a story to successfully incorporate all components. Across many newsrooms, this teamwork-integrated system is applied to improve
time management Time management is the process of planning and exercising conscious control of time spent on specific activities, especially to increase effectiveness, efficiency, and productivity. It involves of various demands upon a person relating to Employme ...
. The maestro system is designed to improve the presentation of stories for busy readers of media. Many news-based websites have also used interactive information graphics in which the user can extract information on a subject as they explore the graphic. Many businesses use infographics as a medium for communicating with and attracting potential customers. Information graphics are a form of
content marketing Content marketing is a form of marketing focused on creating, publishing, and distributing content for a targeted audience online. It is often used by businesses in order to achieve the following goals: attract attention and generate leads, exp ...
and have become a tool for internet marketers and companies to create content that others will link to, thus possibly boosting a company's reputation and online presence. Religious denominations have also started using infographics. For example,
The Church of Jesus Christ of Latter-day Saints The Church of Jesus Christ of Latter-day Saints, informally known as the LDS Church or Mormon Church, is a Nontrinitarianism, nontrinitarian Christianity, Christian church that considers itself to be the Restorationism, restoration of the ...
has made numerous infographics to help people learn about their faith, missionaries, temples, lay ministry, and family history efforts. Infographics are finding a home in the classroom as well. Courses that teach students to create their own infographics using a variety of tools may encourage engagement in the classroom and may lead to a better understanding of the concepts they are mapping onto the graphics. With the popularity of social media, infographics have become popular, often as static images or simple web interfaces, covering any number of topics. Such infographics are often shared between users of
social networks A social network is a social structure made up of a set of social actors (such as individuals or organizations), sets of dyadic ties, and other social interactions between actors. The social network perspective provides a set of methods for an ...
such as
Facebook Facebook is an online social media and social networking service owned by American company Meta Platforms. Founded in 2004 by Mark Zuckerberg with fellow Harvard College students and roommates Eduardo Saverin, Andrew McCollum, Dustin M ...
,
Twitter Twitter is an online social media and social networking service owned and operated by American company Twitter, Inc., on which users post and interact with 280-character-long messages known as "tweets". Registered users can post, like, and ...
,
Pinterest Pinterest is an American image sharing and social media service designed to enable saving and discovery of information (specifically "ideas") on the internet using images, and on a smaller scale, animated GIFs and videos, in the form of pinboard ...
,
Google+ Google LLC () is an American Multinational corporation, multinational technology company focusing on Search Engine, search engine technology, online advertising, cloud computing, software, computer software, quantum computing, e-commerce, ar ...
and
Reddit Reddit (; stylized in all lowercase as reddit) is an American social news aggregation, content rating, and discussion website. Registered users (commonly referred to as "Redditors") submit content to the site such as links, text posts, images ...
. The hashtag #infographic was tweeted 56,765 times in March 2012 and at its peak 3,365 times in a span of 24 hours.


Analysis

The three parts of all infographics are the visual, the content, and the knowledge. The visual consists of colors and graphics. There are two different types of graphics – theme, and reference. These graphics are included in all infographics and represent the underlying visual representation of the data. Reference graphics are generally icons that can be used to point to certain data, although they are not always found in infographics. Statistics and facts usually serve as the content for infographics and can be obtained from any number of sources, including census data and news reports. One of the most important aspects of infographics is that they contain some sort of insight into the data that they are presenting – this is the knowledge. Infographics are effective because of their visual element. Humans receive input from all five of their
senses A sense is a biological system used by an organism for sensation, the process of gathering information about the world through the detection of stimuli. (For example, in the human body, the brain which is part of the central nervous system rec ...
(sight, touch, hearing, smell, taste), but they receive significantly more information from vision than any of the other four. Fifty percent of the human brain is dedicated to visual functions, and images are processed faster than text. The brain processes pictures all at once, but processes text in a linear fashion, meaning it takes much longer to obtain information from text. Entire business processes or industry sectors can be made relevant to a new audience through a guidance design technique that leads the eye. The page may link to a complete report, but the infographic primes the reader making the subject-matter more accessible. Online trends, such as the increasingly short attention span of Internet users, has also contributed to the increasing popularity and effectiveness of infographics. When designing the visual aspect of an infographic, a number of considerations must be made to optimize the effectiveness of the visualization. The six components of visual encoding are spatial, marks, connection, enclosure, retinal properties, and
temporal encoding Neural coding (or Neural representation) is a neuroscience field concerned with characterising the hypothetical relationship between the stimulus and the individual or ensemble neuronal responses and the relationship among the electrical activity o ...
. Each of these can be utilized in its own way to represent relationships between different types of data. However, studies have shown that spatial position is the most effective way to represent numerical data and leads to the fastest and easiest understanding by viewers. Therefore, the designers often spatially represent the most important relationship being depicted in an infographic. There are also three basic provisions of
communication Communication (from la, communicare, meaning "to share" or "to be in relation with") is usually defined as the transmission of information. The term may also refer to the message communicated through such transmissions or the field of inquir ...
that need to be assessed when designing an infographic – appeal, comprehension, and retention.Jason Lankow, Josh Ritchie, Ross Crooks (2012). Infographics: The Power of Visual Storytelling "Appeal" is the idea that communication needs to engage its audience. Comprehension implies that the viewer should be able to easily understand the information that is presented to them. And finally, "retention" means that the viewer should remember the data presented by the infographic. The order of importance of these provisions depends on the purpose of the infographic. If the infographic is meant to convey information in an unbiased way, such as in the domains of academia or science, comprehension should be considered first, then retention, and finally, appeal. However, if the infographic is being used for commercial purposes, then appeal becomes most important, followed by retention and comprehension. When infographics are being used for editorial purposes, such as in a newspaper, the appeal is again most important but is followed first by comprehension and then retention. However, the appeal and the retention can in practice be put together with the aid of a comprehensible layout design. Recently, as an attempt to study the effect of the layout of an infographic on the comprehension of the viewers, a new Neural Network-based cognitive load estimation method was applied on different types of common layouts for the infographic design. When the varieties of factors listed above are taken into consideration when designing infographics, they can be a highly efficient and effective way to convey large amounts of information in a visual manner.


Data visualization

Data visualizations are often used in infographics and may make up the entire infographic. There are many types of visualizations that can be used to represent the same set of data. Therefore, it is crucial to identify the appropriate visualization for the data set and infographic by taking into consideration graphical features such as position, size, shape, and color. There are primarily five types of visualization categories –
time-series In mathematics, a time series is a series of data points indexed (or listed or graphed) in time order. Most commonly, a time series is a sequence taken at successive equally spaced points in time. Thus it is a sequence of discrete-time data. Exa ...
data,
statistical distributions In probability theory and statistics, a probability distribution is the mathematical function that gives the probabilities of occurrence of different possible outcomes for an experiment. It is a mathematical description of a random phenomenon i ...
,
maps A map is a symbolic depiction emphasizing relationships between elements of some space, such as objects, regions, or themes. Many maps are static, fixed to paper or some other durable medium, while others are dynamic or interactive. Although ...
, hierarchies, and networking.


Time-series

Time-series data is one of the most common forms 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 num ...
. It documents sets of values over time. Examples of graphics in this category include index charts, stacked graphs,
small multiple A small multiple (sometimes called trellis chart, lattice chart, grid chart, or panel chart) is a series of similar graphs or charts using the same scale and axes, allowing them to be easily compared. It uses multiple views to show different parti ...
s, and horizon graphs. Index charts are ideal to use when raw values are less important than relative changes. It is an interactive
line chart A line chart or line graph or curve chart is a type of chart which displays information as a series of data points called 'markers' connected by straight line segments. It is a basic type of chart common in many fields. It is similar to a s ...
that shows percentage changes for a collection of time-series data based on a selected index point. For example, stock investors could use this because they are less concerned with the specific price and more concerned with the rate of growth. Stacked graphs are area charts that are stacked on top of each other, and depict aggregate patterns. They allow viewers to see overall patterns and individual patterns. However, they do not support negative numbers and make it difficult to accurately interpret trends. An alternative to stacked graphs is small multiples. Instead of stacking each area chart, each series is individually shown so the overall trends of each sector are more easily interpreted. Horizon graphs are a space efficient method to increase the data density of a time-series while preserving resolution.


Statistical

Statistical distributions reveal trends based on how numbers are distributed. Common examples include histograms and
box-and-whisker plot In descriptive statistics, a box plot or boxplot is a method for graphically demonstrating the locality, spread and skewness groups of numerical data through their quartiles. In addition to the box on a box plot, there can be lines (which are cal ...
s, which convey statistical features such as
mean There are several kinds of mean in mathematics, especially in statistics. Each mean serves to summarize a given group of data, often to better understand the overall value (magnitude and sign) of a given data set. For a data set, the ''arithme ...
,
median In statistics and probability theory, the median is the value separating the higher half from the lower half of a data sample, a population, or a probability distribution. For a data set, it may be thought of as "the middle" value. The basic fe ...
, and
outliers In statistics, an outlier is a data point that differs significantly from other observations. An outlier may be due to a variability in the measurement, an indication of novel data, or it may be the result of experimental error; the latter are ...
. In addition to these common infographics, alternatives include
stem-and-leaf plot A stem-and-leaf display or stem-and-leaf plot is a device for presenting quantitative data in a information graphics, graphical format, similar to a histogram, to assist in visualizing the shape of a probability distribution, distribution. They e ...
s,
Q–Q plot In statistics, a Q–Q plot (quantile-quantile plot) is a probability plot, a List of graphical methods, graphical method for comparing two probability distributions by plotting their ''quantiles'' against each other. A point on the plot co ...
s, scatter plot matrices (SPLOM) and
parallel coordinates Parallel coordinates are a common way of visualizing and analyzing high-dimensional datasets. To show a set of points in an ''n''-dimensional space, a backdrop is drawn consisting of ''n'' parallel lines, typically vertical and equally spaced ...
. For assessing a collection of numbers and focusing on
frequency distribution In statistics, the frequency (or absolute frequency) of an event i is the number n_i of times the observation has occurred/recorded in an experiment or study. These frequencies are often depicted graphically or in tabular form. Types The cumula ...
, stem-and-leaf plots can be helpful. The numbers are binned based on the first significant digit, and within each stack binned again based on the second significant digit. On the other hand, Q–Q plots compare two
probability distribution In probability theory and statistics, a probability distribution is the mathematical function that gives the probabilities of occurrence of different possible outcomes for an experiment. It is a mathematical description of a random phenomenon i ...
s by graphing
quantiles In statistics and probability, quantiles are cut points dividing the range of a probability distribution into continuous intervals with equal probabilities, or dividing the observations in a sample in the same way. There is one fewer quantile ...
against each other. This allows the viewer to see if the plot values are similar and if the two are linearly related. SPLOM is a technique that represents the relationships among multiple variables. It uses multiple
scatter plots A scatter plot (also called a scatterplot, scatter graph, scatter chart, scattergram, or scatter diagram) is a type of plot or mathematical diagram using Cartesian coordinates to display values for typically two variables for a set of data. ...
to represent a pairwise relation among variables. Another statistical distribution approach to visualize multivariate data is parallel coordinates. Rather than graphing every pair of variables in two dimensions, the data is repeatedly plotted on a parallel axis, and corresponding points are then connected with a line. The advantage of parallel coordinates is that they are relatively compact, allowing many variables to be shown simultaneously.


Maps

Maps are a natural way to represent geographical data. Time and space can be depicted through the use of
flow map A flow map is a type of thematic map that uses linear symbols to represent movement. It may thus be considered a hybrid of a map and a flow diagram. The movement being mapped may be that of anything, including people, highway traffic, trade goods, ...
s. Line strokes are used with various widths and colors to help encode information. Choropleth maps, which encode data through color and geographical region, are also commonly used. Graduated symbol maps are another method to represent geographical data. They are an alternative to choropleth map and use symbols, such as
pie chart A pie chart (or a circle chart) is a circular Statistical graphics, statistical graphic, which is divided into slices to illustrate numerical proportion. In a pie chart, the arc length of each slice (and consequently its central angle and are ...
s for each area, over a map. This map allows for more dimensions to be represented using various shapes, sizes, and colors.
Cartogram A cartogram (also called a value-area map or an anamorphic map, the latter common among German-speakers) is a thematic map of a set of features (countries, provinces, etc.), in which their geographic size is altered to be directly proportional ...
s, on the other hand, completely distort the shape of a region and directly encode a data variable. Instead of using a geographic map, regions are redrawn proportionally to the data. For example, each region can be represented by a circle and the size/color is directly proportional to other information, such as population size.


Hierarchies

Many data sets, such as spatial entities of countries or common structures for governments, can be organized into natural hierarchies. Node-link diagrams, adjacency diagrams, and enclosure diagrams are all types of infographics that effectively communicate hierarchical data. Node-link diagrams are a popular method due to the tidy and space-efficient results. A node-link diagram is similar to a tree, where each node branches off into multiple sub-sections. An alternative is adjacency diagrams, which is a space-filling variant of the node-link diagram. Instead of drawing a link between hierarchies, nodes are drawn as solid areas with sub-sections inside of each section. This method allows for size to be easily represented than in the node-link diagrams. Enclosure diagrams are also a space-filling visualization method. However, they use containment rather than adjacency to represent the hierarchy. Similar to the adjacency diagram, the size of the node is easily represented in this model.


Networks

Network visualization explores relationships, such as friendships and cliques. Three common types are force-directed layout, arc diagrams, and matrix view. Force-directed layouts are a common and intuitive approach to network layout. In this system, nodes are similar to charged particles, which repel each other. Links are used to pull related nodes together. Arc diagrams are one-dimensional layouts of nodes with circular arcs linking each node. When used properly, with good order in nodes, cliques and bridges are easily identified in this layout. Alternatively,
mathematicians A mathematician is someone who uses an extensive knowledge of mathematics in their work, typically to solve mathematical problems. Mathematicians are concerned with numbers, data, quantity, structure, space, models, and change. History One ...
and
computer scientists 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 (including th ...
more often use matrix views. Each value has an (x,y) value in the matrix that corresponds to a node. By using color and saturation instead of text, values associated with the links can be perceived rapidly. While this method makes it hard to view the path of the nodes, there are no line crossings, which in a large and highly connected network can quickly become too cluttered. While all of these visualizations can be effectively used on their own, many modern infographics combine multiple types into one graphic, along with other features, such as
illustrations 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 ...
and text. Some modern infographics do not even contain data visualization, and instead are simply a colorful and succinct ways to present knowledge. Fifty-three percent of the 30 most-viewed infographics on the infographic sharing site visual.ly did not contain actual data.


Tools

Infographics can be created by hand using simple everyday tools such as
graph paper Graph paper, coordinate paper, grid paper, or squared paper is writing paper that is printed with fine lines making up a regular grid. The lines are often used as guides for plotting graphs of functions or experimental data and drawing curves. I ...
,
pencils A pencil () is a writing or drawing implement with a solid pigment core in a protective casing that reduces the risk of core breakage, and keeps it from marking the user's hand. Pencils create marks by physical abrasion, leaving a trail ...
, markers, and
rulers A ruler, sometimes called a rule, line gauge, or scale, is a device used in geometry and technical drawing, as well as the engineering and construction industries, to measure distances or draw straight lines. Variants Rulers have long ...
. However, today they are more often created using
computer software Software is a set of computer programs and associated documentation and data. This is in contrast to hardware, from which the system is built and which actually performs the work. At the lowest programming level, executable code consists ...
, which is often both faster and easier. They can be created with general illustration software. Diagrams can be manually created and drawn using software, which can be downloaded for the desktop or used online. Templates can be used to get users started on their diagrams. Additionally, the software allows users to collaborate on diagrams in real time over the Internet. There are also numerous tools to create very specific types of visualizations, such as creating a visualization based on embedded data in the photos on a user's
smartphone A smartphone is a portable computer device that combines mobile telephone and computing functions into one unit. They are distinguished from feature phones by their stronger hardware capabilities and extensive mobile operating systems, whic ...
. Users can create an infographic of their resume or a “picture of their digital life.”


See also

*
A picture is worth a thousand words "A picture is worth a thousand words" is an adage in multiple languages meaning that complex and sometimes multiple ideas can be conveyed by a single still image, which conveys its meaning or essence more effectively than a mere verbal descrip ...
*
Argument map An argument map or argument diagram is a visual representation of the structure of an argument. An argument map typically includes the key components of the argument, traditionally called the '' conclusion'' and the ''premises'', also called ''con ...
*
Charts 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 tabul ...
* Digital dashboard *
Data Presentation Architecture 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 num ...
*
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 num ...
*
Edugraphic Education graphics, or edugraphics, are graphic visual representations of educational information intended to simplify Economic, social and cultural rights, social-cultural content, communication-related content, Linguistics, linguistic content, etc ...
*
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 interdiscipli ...
*
Graphic image development The visual arts are art forms such as painting, drawing, printmaking, sculpture, ceramics, photography, video, filmmaking, design, crafts and architecture. Many artistic disciplines such as performing arts, conceptual art, and textile arts ...
*
Graphic organizer A graphic organizer, also known as a knowledge map, concept map, story map, cognitive organizer, advance organizer, or concept diagram is a pedagogical tool that uses visual symbols to express knowledge and concepts through relationships between the ...
s *
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 ...
*
List of information graphics software This is a list of software to create any kind of information graphics: * either includes the ability to create one or more infographics from a provided data set * either it is provided specifically for information visualization Vector graphics V ...
*
Scientific visualization Scientific visualization ( also spelled scientific visualisation) is an interdisciplinary branch of science concerned with the visualization of scientific phenomena.Michael Friendly (2008)"Milestones in the history of thematic cartography, stat ...
*
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 ...
*
Technical illustration Technical Illustration is illustration meant to visually communicate information of a technical nature. Technical illustrations can be components of technical drawings or diagrams. Technical illustrations in general aim "to generate expressive i ...
*
Isotype (picture language) Isotype (International System of Typographic Picture Education) is a method of showing social, technological, biological, and historical connections in pictorial form. It consists of a set of standardized and abstracted pictorial symbols to repres ...
*
Timeline A timeline is a display of a list of events in chronological order. It is typically a graphic design showing a long bar labelled with dates paralleling it, and usually contemporaneous events. Timelines can use any suitable scale representi ...
*
Visualization (graphic) Visualization or visualisation (see spelling differences) is any technique for creating images, diagrams, or animations to communicate a message. Visualization through visual imagery has been an effective way to communicate both abstract and c ...
*
News Illustrated News Illustrated is a full-page information graphic that runs every Sunday in the '' South Florida Sun-Sentinel'', one of 12 newspapers owned by Tribune Company. It tells news stories visually — and in ways that are hard to replicate with traditi ...
*
Maestro Concept The Maestro concept is a time-management technique used in journalism in order to assist the newsroom to work in a project-based, teamwork-intensive manner by "thinking like a reader". The Maestro concept begins with a "great story idea" that is ...
*
Family tree A family tree, also called a genealogy or a pedigree chart, is a chart representing family relationships in a conventional tree structure. More detailed family trees, used in medicine and social work, are known as genograms. Representations of ...


References


Further reading

* Heiner Benking (1981–1988) Requisite inquiry and time-line: computer graphics-infographics http://benking.de/infographics/ see there
Computer Graphics in the Environmental Sector – Possibilities and Limitations of Data-visualisation
this citation in chapter 3: technical possibilities and human potentials and capacities, "a picture is more than 10.000 words", and "10.000 miles equal 10.000 books". *Sullivan, Peter. (1987) ''Newspaper Graphics''. IFRA, Darmstadt. *
Jacques Bertin Jacques Bertin (27 July 1918 – 3 May 2010) was a French cartographer and theorist, known from his book ''Semiologie Graphique'' (''Semiology of Graphics''), published in 1967. This monumental work, based on his experience as a cartographer and ...
(1983). '' Semiology of Graphics''. Madison, WI: University of Wisconsin Press. Translation by William Berg of ''Semiologie Graphique''. Paris: Mouton/Gauthier-Villars, 1967. * William S. Cleveland (1985). ''The Elements of Graphing Data''. Summit, NJ: Hobart Press. * Heiner Benking (1993)
Visual Access Strategies for Multi-Dimensional Objects and Issues
/

, WFSF, Turku
FAW Report TR-93019
* William S. Cleveland (1993). ''Visualizing Data''. Summit, NJ: Hobart Press. *Sullivan, Peter. (1993) ''Information Graphics in Colour''. IFRA, Darmstadt. * John Emerson (2008)
Visualizing Information for Advocacy: An Introduction to Information Design
New York: OSI. *
Paul Lewi Paul J. Lewi (4 January 1938 – 28 August 2012) was a Belgian scientist, who elaborated Spectral Map Analysis in 1975 and was one of the cofounders of chemometrics in 1983. Paul Lewi was married with Godelieve Debruyne and they have together 3 chi ...
(2006)
"Speaking of Graphics"
* * Robert L. Harris (1999). ''Information Graphics: A Comprehensive Illustrated Reference''. Oxford University Press. * Eric K. Meyer (1997). ''Designing Infographics''. Hayden Books. * Edward R. Tufte (1983). ''The Visual Display of Quantitative Information''. Edition, Cheshire, CT: Graphics Press. * Edward R. Tufte (1990). ''Envisioning Information''. Cheshire, CT: Graphics Press. * Edward R. Tufte (1997). ''Visual Explanations: Images and Quantities, Evidence and Narrative''. Cheshire, * Edward R. Tufte (2006). ''Beautiful Evidence. Cheshire''. CT: Graphics Press. *
John Wilder 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 distributio ...
(1977). ''Exploratory Data Analysis''. Addison-Wesley. * Veszelszki, Ágnes (2014)
Information visualization: Infographics from a linguistic point of view.
In: Benedek, András − Nyíri, Kristóf (eds.): ''The Power of the Image'' Series Visual Learning, vol. 4. Frankfurt: Peter Lang, pp. 99−109. * Sandra Rendgen, Julius Wiedemann (2012). ''Information Graphics''. Taschen Publishing. * Jason Lankow, Josh Ritchie, Ross Crooks (2012)
''Infographics: The Power of Visual Storytelling''
Wiley.


External links


Milestones in the History of Thematic Cartography, Statistical Graphics and Data Visualization

Visual Display of Quantitative Information
{{DEFAULTSORT:Information Graphics Illustration Graphic design News design