References

Bateman, S., R. Mandryk, C. Gutwin, A. Genest, D. McDine, and C. Brooks. 2010. “Useful Junk? The Effects of Visual Embellishment on Comprehension and Memorability of Charts.” ACM Conference on Human Factors in Computing Systems, 2573–82. doi:10.1145/1753326.1753716.

Becker, R. A., W. S. Cleveland, and M.-J. Shyu. 1996. “The Visual Design and Control of Trellis Display.” Journal of Computational and Graphical Statistics 5: 123–55.

Bergstrom, C. T., and J. West. 2016. “The Principle of Proportional Ink.” http://callingbullshit.org/tools/tools_proportional_ink.html.

Borgo, R., A. Abdul-Rahman, F. Mohamed, P. W. Grant, I. Reppa, and L. Floridi. 2012. “An Empirical Study on Using Visual Embellishments in Visualization.” IEEE Transactions on Visualization and Computer Graphics 18: 2759–68. doi:10.1109/TVCG.2012.197.

Brewer, Cynthia A. 2017. “ColorBrewer 2.0. Color Advice for Cartography.” http://www.ColorBrewer.org.

Carr, D. B., R. J. Littlefield, W. L. Nicholson, and J. S. Littlefield. 1987. “Scatterplot Matrix Techniques for Large N.” J. Am. Stat. Assoc. 82: 424–36.

Clauset, A., C. R. Shalizi, and M. E. J. Newman. 2009. “Power-Law Distributions in Empirical Data.” SIAM Review 51: 661–703.

Cleveland, R. B., W. S. Cleveland, J. E. McRae, and I. Terpenning. 1990. “STL: A Seasonal-Trend Decomposition Procedure Based on Loess.” Journal of Official Statistics 6: 3–73.

Cleveland, W. S. 1979. “Robust Locally Weighted Regression and Smoothing Scatterplots.” Journal of the American Statistical Association 74: 829–36.

———. 1993. “Visualizing Data.” Summit, New Jersey: Hobart Press.

Dua, D., and E. Karra Taniskidou. 2017. “UCI Machine Learning Repository.” University of California, Irvine, School of Information; Computer Sciences. https://archive.ics.uci.edu/ml.

Haroz, S., R. Kosara, and S. Franconeri. 2016. “The Connected Scatterplot for Presenting Paired Time Series.” IEEE Transactions on Visualization and Computer Graphics 22: 2174–86. doi:10.1109/TVCG.2015.2502587.

Haroz, S., R. Kosara, and S. L. Franconeri. 2015. “ISOTYPE Visualization: Working Memory, Performance, and Engagement with Pictographs.” ACM Conference on Human Factors in Computing Systems, 1191–1200. doi:10.1145/2702123.2702275.

Hullman, J., P. Resnick, and E. Adar. 2015. “Hypothetical Outcome Plots Outperform Error Bars and Violin Plots for Inferences About Reliability of Variable Ordering.” PLOS ONE 10: e0142444. doi:10.1371/journal.pone.0142444.

Kale, A., F. Nguyen, M. Kay, and J. Hullman. 2018. “Hypothetical Outcome Plots Help Untrained Observers Judge Trends in Ambiguous Data.” IEEE Transactions on Visualization and Computer Graphics. doi:10.1109/TVCG.2018.2864909.

Kay, M., T. Kola, J. Hullman, and S. Munson. 2016. “When (Ish) Is My Bus? User-centered Visualizations of Uncertainty in Everyday, Mobile Predictive Systems.” CHI Conference on Human Factors in Computing Systems, 5092–5103. doi:10.1145/2858036.2858558.

Marcos, M. L., and J. Echave. 2015. “Too Packed to Change: Side-Chain Packing and Site-Specific Substitution Rates in Protein Evolution.” PeerJ 3: e911.

McDonald, Ian. 2017. “DW-NOMINATE Using Ggjoy.” http://rpubs.com/ianrmcdonald/293304.

Molyneaux, L., S. K. Gilliam, and L. C. Florant. 1947. “Differences in Virginia Death Rates by Color, Sex, Age, and Rural or Urban Residence.” American Sociological Review 12: 525–35.

Okabe, M., and K. Ito. 2008. “Color Universal Design (CUD): How to Make Figures and Presentations That Are Friendly to Colorblind People.” http://jfly.iam.u-tokyo.ac.jp/color/.

Paff, M. L., B. R. Jack, B. L. Smith, J. J. Bull, and C. O. Wilke. 2018. “Combinatorial Approaches to Viral Attenuation.” bioRxiv, 29918. doi:10.1101/299180.

Schimel, J. 2011. Writing Science: How to Write Papers That Get Cited and Proposals That Get Funded. Oxford University Press.

Sidiropoulos, N., S. H. Sohi, T. L. Pedersen, B. T. Porse, O. Winther, N. Rapin, and F. O. Bagger. 2018. “SinaPlot: An Enhanced Chart for Simple and Truthful Representation of Single Observations over Multiple Classes.” J. Comp. Graph. Stat 27: 673–76. doi:10.1080/10618600.2017.1366914.

Stone, M., D. Albers Szafir, and V. Setlur. 2014. “An Engineering Model for Color Difference as a Function of Size.” In 22nd Color and Imaging Conference. Society for Imaging Science and Technology.

Telford, R. D., and R. B. Cunningham. 1991. “Sex, Sport, and Body-Size Dependency of Hematology in Highly Trained Athletes.” Medicine and Science in Sports and Exercise 23: 788–94.

The Economist online. 2011. “Corrosive Corruption.” https://www.economist.com/graphic-detail/2011/12/02/corrosive-corruption.

Tufte, E. R. 1990. Envisioning Information. Cheshire, Connecticut: Graphics Press.

———. 2001. The Visual Display of Quantitative Information. 2nd ed. Cheshire, Connecticut: Graphics Press.

Wehrwein, Austin. 2017. “It Brings Me Ggjoy.” http://austinwehrwein.com/data-visualization/it-brings-me-ggjoy/.

Wickham, H. 2016. ggplot2: Elegant Graphics for Data Analysis. 2nd ed. New York: Springer.

Wikipedia, User:Schutz. 2007. “File:Piecharts.svg.” https://en.wikipedia.org/wiki/File:Piecharts.svg.

Yates, F. 1935. “Complex Experiments.” Supplement to the Journal of the Royal Statistical Society 2: 181–247. doi:10.2307/2983638.