Article published In: Information Design Journal
Vol. 25:2 (2019) ► pp.192–213
Pervasive and perplexing pies
Our evolving relationship with a data display genre
Published online: 7 July 2020
https://doi.org/10.1075/idj.25.2.04kos
https://doi.org/10.1075/idj.25.2.04kos
Abstract
Although pie charts remain a highly popular genre for visualizing data, evident partly by their continued use in corporate annual reports, designers and theorists and have long critiqued and even denigrated them. This conflicted relationship with pie charts has resulted largely from their paucity of data, labeling difficulties, and perceptual weaknesses. Like many primary data design genres, however, pie charts attained their conventional status as a result of a long evolutionary process, initiated in the later nineteenth century by experimentation, hybrid forms, and data-rich designs. After the subsequent simplification and minimizing effects of twentieth-century modernism, pie charts have begun to experience a reemergence of innovation with digital data design, which has reintroduced hybridity into pie charts, vastly enlarged their data domain, and addressed at least some of their perceived weaknesses.
Article outline
- 1.Circular forms: From nature to design
- 2.Form and function: The geometry of pies
- 3.Genre resilience: The ongoing popularity of pie charts
- 4.Charts under duress: The denigration of pies
- 5.Historical perspective: Early innovations with pies
- 5.1Multi-tasking pies and hybrids
- 5.2Victorian profusion of pies and sectors
- 6.Simplified pies: Design in the age of modernism
- 7.Re-emergence of a genre: The new-wave of digital & hybrid pies
- 8.Conclusion: Prospects for pie charts
- Notes
References
References (59)
Barton, B. F., & Barton, M. S. (1993). Modes of power in technical and professional visuals. Journal of Business and Technical Communication, 7(1), 138–162.
Bazerman, C. (1988). Shaping written knowledge: The genre and activity of the experimental article in science. Madison, WI: University of Wisconsin Press.
Beattie, V., Dhanani, A., & Jones, M. J. (2008). Investigating presentational change in U.K. annual reports: A longitudinal perspective. International Journal of Business Communication, 45(2), 181–222.
Bertin, J. (1981). Graphics and graphic information-processing. (W. J. Berg & P. Scott. Trans.). New York, NY: Walter De Gruyter.
Biderman, A. D. (1990). The Playfair enigma: The development of the schematic representation of statistics. Information Design Journal, 6(1), 3–25.
Brasseur, L. (2005). Florence Nightingale’s visual rhetoric in the rose diagrams. Technical Communication Quarterly, 14(2), 161–182.
Burke, E. (1967). A Philosophical enquiry into the origin of our ideas of the sublime and beautiful (2nd ed.). J. T. Boulton (Ed.). London: Routledge and Kegan Paul. (Original work published 1759)
Campos, C. A. R. (1941). Atlas estatístico do Brasil. [Charts and maps]. Rio de Janeiro: Departamento Nacional do Café.
Census Office of the Philippine Islands Census Office of the Philippine Islands. (1920). Census of the Philippine Islands, taken under the direction of the Philippine Legislature in the year 1918. Vol. 1. Geography, history, and climatology. Manila: Census Office of the Philippine IslandsCensus Office of the Philippine Islands; Bureau of Printing.
Cleveland, W. S., & McGill, R. (1984). Graphic perception: Theory, experimentation, and application to the development of graphical methods. Journal of the American Statistical Association, 79(387), 531–554.
Cochran, J. K., Albrecht, S. A., & Green, Y. A. (1989). Guidelines for evaluating graphical designs: A framework based on human perception skills. Technical Communication, 36(1), 25–32.
Czebotar, J. (2015). Jehiah 14 personal annual report [Interactive charts]. Retrieved from [URL]
Desnoyers, L. (2011). Toward a taxonomy of visuals in science communication. Technical Communication, 58(2), 119–134.
Donnant, D. F. (1805). Statistical account of the United States of America. (W. Playfair. Illust. & Trans.). [Chart]. London: J. Whiting.
Dragga, S., & Voss, D. (2001). Cruel pies: The inhumanity of technical illustrations. Technical Communication, 48(3), 265–274.
Emerson, R. W. (1883). Circles. In Essays: First and second series. Vol. 11 (pp. 279–300). Boston, MA: Houghton Mifflin.
Ervin, C. W. (2011). Pie charts in financial communications. Information Design Journal, 19(3), 205–215.
Few, S. (2012). Show me the numbers: Designing tables and graphs to enlighten (2nd ed.). Burlingame, CA: Analytics Press.
Friendly, M., & Denis, D. J. (2001). Milestones in the history of thematic cartography, statistical graphics, and data visualization. [Interactive website]. Web document. Retrieved from [URL]
Frownfelter-Lohrke, C., & Fulkerson, C. L. (2001). The incidence and quality of graphics in annual reports: An international comparison. International Journal of Business Communication, 38(3), 337–358.
Fry, B., Fathom Information Design, & National Geographic (2018). What the world eats. [Interactive charts]. Washington, DC: National Geographic Society. Retrieved from [URL]
Funkhouser, H. G. (1937). Historical development of the graphical representation of statistical data. Osiris, 31, 269–404.
Gannett, H., & the United States Census Office (1898). Statistical atlas of the United States, based upon results of the eleventh census. [Charts and maps]. Washington, DC: Government Printing Office. Retrieved from the Library of Congress Geography and Map Division website: [URL]
Harris, R. L. (1996). Information graphics: A comprehensive illustrated reference. Atlanta, GA: Management Graphics.
Heer, J., & Bostock, M. (2010). Crowdsourcing graphical perception: Using mechanical turk to assess visualization design. CHI ’10: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (pp. 203–212). New York, NY: ACI Digital Library.
Hickmann, A. L. (1902). Geographisch-statistischer universaltaschen-atlas. [Charts and maps]. Vienna: G. Freytag and Berndt. Retrieved from the Hathi Trust: [URL]
Hopkins, A. A., & Bond, A. R. (1913). Scientific American reference book: Edition of 1913. New York, NY: Munn & Co.
Iowa State University Office of Institutional Research. (2019). 2018–19 Iowa State University fact book. [Charts and tables]. Ames, IA: Iowa State University Office of Institutional Research. Retrieved from [URL]
Karsten, K. G. (1923). Charts and graphs: An introduction to graphic methods in the control and analysis of statistics. New York, NY: Prentice-Hall.
Kostelnick, C. (2004). Melting-pot ideology, modernist aesthetics, and the emergence of graphical conventions: The Statistical Atlases of the United States, 1874–1925. In C. A. Hill & M. Helmers (Eds.), Defining visual rhetorics (pp. 215–242). Mahwah, NJ: Erlbaum.
(2008). The visual rhetoric of data displays: The conundrum of clarity. IEEE Transactions on Professional Communication, 51(1), 116–130.
(2016a). Mosaics, culture, and rhetorical resiliency: The convoluted genealogy of a data display genre. In M. Kimball & C. Kostelnick (Eds.), Visible numbers: Essays on the history of statistical graphics (pp. 177–206). Farnham, Surrey, UK: Ashgate.
(2016b). The re-emergence of emotional appeals in interactive data visualization. Technical Communication, 63(2), 116–135.
Kostelnick, C., & Hassett, M. (2003). Shaping information: The rhetoric of visual conventions. Carbondale, IL: Southern Illinois University Press.
Macdonald-Ross, M. (1977). How numbers are shown: A review of research on the presentation of quantitative data in texts. Audio-Visual Communication Review, 25(4), 359–409.
Minard, C. J. (1885). Carte figurative des pertes successives en hommes de l’Armée Française dans la campagne de Russie 1812–1813. [Chart]. In E. J. Marey. La méthode graphique dans les sciences expérimentales et principalement en physiologie et en médecine (p. 72, Figure 37). Paris: G. Masson.
Ministère des Travaux Publics. (1881–1885). Album de statistique graphique. [Charts and maps]. Paris: Imprimerie Nationale. Retrieved from the Hathi Trust Digital Library: [URL]
Penrose, J. M. (2008). Annual report graphic use: A review of the literature. International Journal of Business Communication, 45(2), 158–180.
Playfair, W. (1801a). The commercial and political atlas, representing, by means of stained copper-plate charts, the progress of the commerce, revenues, expenditure, and debts of England, during the whole of the eighteenth century (3rd ed.). London: T. Burton.
(1801b). The statistical breviary; shewing, on a principle entirely new, the resources of every state and kingdom in Europe. London: J. Wallis.
Rawlins, J. D., & Wilson, G. D. (2014). Agency and interactive data displays: Internet graphics as co-created rhetorical spaces. Technical Communication Quarterly, 23(4), 303–322.
Sloane, C. S. (1914). Statistical atlas of the United States. [Charts and maps]. Washington, DC: Government Printing Office.
Spence, I. (2005). No humble pie: The origins and usage of a statistical chart. Journal of Educational and Behavioral Statistics, 30(4), 353–368.
Spence, I., & Wainer, H. (2005). Who was Playfair? In H. Wainer. Graphic discovery: A trout in the milk and other visual adventures (pp. 20–23). Princeton, NJ: Princeton University Press.
Swales, J. M. (1990). Genre analysis: English in academic and research settings. Cambridge, England: Cambridge University Press.
U.S. Census Bureau. Where do college graduates work? A special focus on science, technology, engineering and math (July 10, 2014). [URL]
. State and local government snapshot (February 15, 2018). Retrieved from [URL]
Walker, F. A., & the United States Census Office. (1874). Statistical atlas of the United States based on the results of the ninth census 1870. [Charts and maps]. New York, NY: Julius Bien. Retrieved from the Library of Congress Geography and Map Division website: [URL]
Williams, F. (1936). How workers in large cities spend their incomes. Labor Information Bulletin, 3(9): 1–4.
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