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2019 | OriginalPaper | Buchkapitel

Dissecting Pie Charts

verfasst von : Harri Siirtola, Kari-Jouko Räihä, Howell Istance, Oleg Špakov

Erschienen in: Human-Computer Interaction – INTERACT 2019

Verlag: Springer International Publishing

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Abstract

Pie charts can be regularly found both in the popular media and research publications. There is evidence that other forms of visualizations make it easier to evaluate the relative order of the data items. Doughnut charts have been suggested as a variation that has advantages over pie charts. We investigated how pie charts and doughnut charts are affected by the number of sectors in the chart, the difference in sector sizes, and the size of the hole. We carried out an eye tracking study to find out how the charts are read. Our study reveals the distribution of visual attention for each type of chart. The results indicate that doughnut charts with a medium size hole have a slight edge over the other chart types we studied. We also show that contrary to common claims, for information extraction also the area and length of sector arc are used in addition to the angles of the sectors.

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Literatur
Zurück zum Zitat Cleveland, W.S., McGill, R.: Graphical perception: theory, experimentation, and application to the development of graphical methods. J. Am. Stat. Assoc. 79(387), 531–554 (1984)CrossRef Cleveland, W.S., McGill, R.: Graphical perception: theory, experimentation, and application to the development of graphical methods. J. Am. Stat. Assoc. 79(387), 531–554 (1984)CrossRef
Zurück zum Zitat Eells, W.C.: The relative merits of circles and bars for representing component parts. J. Am. Stat. Assoc. 21(154), 119–132 (1926)CrossRef Eells, W.C.: The relative merits of circles and bars for representing component parts. J. Am. Stat. Assoc. 21(154), 119–132 (1926)CrossRef
Zurück zum Zitat Gabrielle, B.: Why Tufte is flat-out wrong about pie charts. Web log post, Speaking PowerPoint - The new language of business (2013) Gabrielle, B.: Why Tufte is flat-out wrong about pie charts. Web log post, Speaking PowerPoint - The new language of business (2013)
Zurück zum Zitat Heer, J., Bostock, M.: Crowdsourcing graphical perception: using mechanical turk to assess visualization design. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp. 203–212. ACM (2010) Heer, J., Bostock, M.: Crowdsourcing graphical perception: using mechanical turk to assess visualization design. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp. 203–212. ACM (2010)
Zurück zum Zitat Peck, E.M.M., Yuksel, B.F., Ottley, A., Jacob, R. J., Chang, R.: Using fNIRS brain sensing to evaluate information visualization interfaces. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, CHI 2013, pp. 473–482. ACM (2013) Peck, E.M.M., Yuksel, B.F., Ottley, A., Jacob, R. J., Chang, R.: Using fNIRS brain sensing to evaluate information visualization interfaces. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, CHI 2013, pp. 473–482. ACM (2013)
Zurück zum Zitat Siirtola, H.: The cost of pie charts. In: To appear in 23rd International Conference on Information Visualisation (IV2019), July 2019 Siirtola, H.: The cost of pie charts. In: To appear in 23rd International Conference on Information Visualisation (IV2019), July 2019
Zurück zum Zitat Simkin, D., Hastie, R.: An information-processing analysis of graph perception. J. Am. Stat. Assoc. 82(398), 454–465 (1987)CrossRef Simkin, D., Hastie, R.: An information-processing analysis of graph perception. J. Am. Stat. Assoc. 82(398), 454–465 (1987)CrossRef
Zurück zum Zitat Skau, D., Kosara, R.: Arcs, angles, or areas: individual data encodings in pie and donut charts. Comput. Graph. Forum 35, 121–130 (2016)CrossRef Skau, D., Kosara, R.: Arcs, angles, or areas: individual data encodings in pie and donut charts. Comput. Graph. Forum 35, 121–130 (2016)CrossRef
Zurück zum Zitat Spence, I., Lewandowsky, S.: Displaying proportions and percentages. Appl. Cogn. Psychol. 5, 61–77 (1991)CrossRef Spence, I., Lewandowsky, S.: Displaying proportions and percentages. Appl. Cogn. Psychol. 5, 61–77 (1991)CrossRef
Zurück zum Zitat Tufte, E.R.: The Visual Display of Quantitative Information. Graphics Press, Cheshire (1983) Tufte, E.R.: The Visual Display of Quantitative Information. Graphics Press, Cheshire (1983)
Zurück zum Zitat von Huhn, R.: Further studies in the graphic use of circles and bars: a discussion of the Eell’s experiment. J. Am. Stat. Assoc. 22(157), 31–39 (1927)CrossRef von Huhn, R.: Further studies in the graphic use of circles and bars: a discussion of the Eell’s experiment. J. Am. Stat. Assoc. 22(157), 31–39 (1927)CrossRef
Zurück zum Zitat Wickham, H.: tidyverse: Easily Install and Load ‘Tidyverse’ Packages. R package version 1.1.1 (2017) Wickham, H.: tidyverse: Easily Install and Load ‘Tidyverse’ Packages. R package version 1.1.1 (2017)
Zurück zum Zitat Wickham, H., Grolemund, G.: R for Data Science: Import, Tidy, Transform, Visualize, and Model Data. O’Reilly Media, Sebastopol (2016) Wickham, H., Grolemund, G.: R for Data Science: Import, Tidy, Transform, Visualize, and Model Data. O’Reilly Media, Sebastopol (2016)
Metadaten
Titel
Dissecting Pie Charts
verfasst von
Harri Siirtola
Kari-Jouko Räihä
Howell Istance
Oleg Špakov
Copyright-Jahr
2019
DOI
https://doi.org/10.1007/978-3-030-29384-0_41

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