Graphical Perception: Theory, Experimentation, and Application to the Development of Graphical Methods

Robust Locally Weighted Regression and Smoothing Scatterplots

Cleveland, W. S. (1979) · Journal of the American Statistical Association · doi:10.1080/01621459.1979.10481038 · Cited by 11,594 · see citing works

The Jackknife, the Bootstrap and Other Resampling Plans

Efron, B. (1982) · Society for Industrial and Applied Mathematics eBooks · doi:10.1137/1.9781611970319 · Cited by 8,120 · see citing works

Representation and recognition of the spatial organization of three-dimensional shapes

Marr, D., & Nishihara, H. K. (1978) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.1978.0020 · Cited by 2,159 · see citing works

The Future of Data Analysis

Tukey, J. W. (1962) · The Annals of Mathematical Statistics · doi:10.1214/aoms/1177704711 · Cited by 1,934 · see citing works

Graphs in Statistical Analysis

Anscombe, F. J. (1973) · The American Statistician · doi:10.1080/00031305.1973.10478966 · Cited by 976 · see citing works

Information and Persuasion: Rivals or Partners?

McCoy, K. (2000) · Design Issues · doi:10.1162/07479360052053342 · Cited by 345 · see citing works

A theory of preattentive texture discrimination based on first-order statistics of textons

Julesz, B. (1981) · Biological Cybernetics · doi:10.1007/bf00335367 · Cited by 231 · see citing works

The Relative Merits of Circles and Bars for Representing Component Parts

Eells, W. C. (1926) · Journal of the American Statistical Association · doi:10.1080/01621459.1926.10502165 · Cited by 108 · see citing works

Some Remarks on the Role in Statistics of Graphical Methods

Cox, D. R. (1978) · Journal of the Royal Statistical Society Series C (Applied Statistics) · doi:10.2307/2346220 · Cited by 89 · see citing works

Bar Charts versus Circle Diagrams

Croxton, F. E., & Stryker, R. E. (1927) · Journal of the American Statistical Association · doi:10.1080/01621459.1927.10502976 · Cited by 81 · see citing works

Methodology, and the Statistician's Responsibility for BOTH Accuracy AND Relevance

Tukey, J. W. (1979) · Journal of the American Statistical Association · doi:10.1080/01621459.1979.10481031 · Cited by 57 · see citing works

Further Studies in the Graphic Use of Circles and Bars

von Huhn, R. (1927) · Journal of the American Statistical Association · doi:10.1080/01621459.1927.10502938 · Cited by 30 · see citing works

II Some Additional Data

Croxton, F. E. (1927) · Journal of the American Statistical Association · doi:10.1080/01621459.1927.10502939 · Cited by 20 · see citing works

Human Factors and Behavioral Science: Experiments on Quantitative Judgments of Graphs and Maps

Cleveland, W. S., Harris, C. S., & McGill, R. (1983) · Bell System Technical Journal · doi:10.1002/j.1538-7305.1983.tb03504.x · Cited by 19 · see citing works

A Case for Better Graphics: The Unclassed Choropleth Map

Gale, N., & Halperin, W. C. (1982) · The American Statistician · doi:10.1080/00031305.1982.10483043 · Cited by 17 · see citing works

American National Standards Institute . 1979 . Time-Series Charts , New York : The American Society of Mechanical Engineers .

American National Standards Institute (1979)

Bertin , J. 1973 . Semiologie Graphique, , 2nd ed. , Paris : Gauthier-Villars .

Bertin, J. (1973)

Baird , J. C. 1970 . Psychophysical Analysis of Visual Space , New York : Pergamon Press .

C., B. J. (1970)

Baird , J. C. and Noma , E. 1978 . Fundamentals of Scaling and Psychophysics , New York : John Wiley .

C., B. J. (1978)

Chambers , J. M. , Cleveland , W. S. , Kleiner , B. and Tukey , P. A. 1983 . Graphical Methods for Data Analysis , Belmont , Calif. : Wadsworth .

M., C. J. (1983)

Cleveland , W. S. 1983 . “Graphical Methods for Data Presentation: Dot Charts, Full Scale Breaks, and Multi-based Logging” , Bell Laboratories memorandum .

S., C. W. (1983)

Ehrenberg , A. S.C. 1975 . Data Reduction: Analyzing and Interpreting Statistical Data , New York : John Wiley .

S.C., E. A. (1975)

Feinberg , B. M. and Franklin , C. A. 1975 . Social Graphics Bibliography , Washington , D.C. : Bureau of Social Science Research .

M., F. B. (1975)

Gregory , R. L. 1966 . Eye and Brain, the Psychology of Seeing , New York : McGraw-Hill .

L., G. R. (1966)

Julesz , B. “Toward an Axiomatic Theory of Preattentive Vision” . In Dyanmic Aspects of Neocortical Function , Edited by: Edelman , Cowan and Gall . New York : John Wiley . (in press)

Julesz, B. (n.d.)

Kruskal , W. H. “Visions of Maps and Graphs” . Auto-Carto II, Proceedings of the International Symposium on Computer Assisted Cartography . Edited by: Kavaliunas , J. pp. 27 – 36 . Washington , D.C. : U.S. Bureau of the Census and American Congress on Survey and Mapping .

H., K. W. (n.d.)

“Criteria for Judging Statistical Graphics”

H., K. W. (1982) · Utilitas Mathematica

Marcus , A. , Marcus , S. , Reineck , J. and Reineck , G. 1980 . Graphic Design and Information Graphics , New York : Association for Computing Machinery . Siggraph Tutorial Notes

Marcus, A. (1980)

Monkhouse , F. J. and Wilkinson , H. R. 1963 . Maps and Diagrams , London : Methuen .

J., M. F. (1963)

Mosteller , F. and Tukey , J. W. 1977 . Data Analysis and Regression , Reading , Mass. : Addison-Wesley .

Mosteller, F. (1977)

Pinker , S. 1982 . “A Theory of Graph Comprehension” , Cambridge , Mass. : MIT Center for Cognitive Sciences . Occasional Paper No. 15

Pinker, S. (1982)

Playfair , W. 1786 . The Commercial and Political Atlas London

Playfair, W. (1786)

Robinson , A. H. , Sale , R. D. and Morrison , J. 1978 . Elements of Cartography , New York : John Wiley .

H., R. A. (1978)

Scheffe , H. 1959 . The Analysis of Variance , New York : John Wiley .

Scheffe, H. (1959)

Schmid , C. F. and Schmid , S. E. 1979 . Handbook of Graphic Presentation , New York : John Wiley .

F., S. C. (1979)

Stevens , S. S. 1975 . Psychophysics , New York : John Wiley .

S., S. S. (1975)

Tukey , J. W. 1972 . “Some Graphic and Semi-Graphic Displays” . In Statistical Papers in Honor of George W. Snedecor , Edited by: Bancroft , T. A. 292 – 316 . Ames , Iowa : Iowa State University Press .

W., T. J. (1972)

Tukey , J. W. 1977 . Exploratory Data Analysis , Reading , Mass. : Addison-Wesley .

W., T. J. (1977)

Tukey , P. A. and Tukey , J. W. 1981 . “Graphical Display of Data Sets in 3 or More Dimensions” . In Interpreting Multivariate Data , Edited by: Barnett , V. 189 – 275 . Chichester , , U.K. : John Wiley .

A., T. P. (1981)

UpSetR: an R package for the visualization of intersecting sets and their properties

Conway, J. R., Lex, A., & Gehlenborg, N. (2017) · Bioinformatics · doi:10.1093/bioinformatics/btx364 · Cited by 3,586 · see citing works

UpSet: Visualization of Intersecting Sets

Lex, A., Gehlenborg, N., Strobelt, H., Vuillemot, R., & Pfister, H. (2014) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2014.2346248 · Cited by 2,340 · see citing works

Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems

(2021) · doi:10.1145/3411764 · Cited by 1,240 · see citing works

Vega-Lite: A Grammar of Interactive Graphics

Satyanarayan, A., Moritz, D., Wongsuphasawat, K., & Heer, J. (2017) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2016.2599030 · Cited by 883 · see citing works

What Makes a Visualization Memorable?

Borkin, M. A., Vo, A. A., Bylinskii, Z., Isola, P., Sunkavalli, S., Oliva, A., & Pfister, H. (2013) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2013.234 · Cited by 667 · see citing works

Untitled work

(2000) · doi:10.1016/s0261-3794(99)00028-1 · Cited by 620 · see citing works

Voyager: Exploratory Analysis via Faceted Browsing of Visualization Recommendations

Wongsuphasawat, K., Moritz, D., Anand, A., Mackinlay, J. D., Howe, B., & Heer, J. (2015) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2015.2467191 · Cited by 504 · see citing works

Visualization Rhetoric: Framing Effects in Narrative Visualization

Hullman, J. R., & Diakopoulos, N. A. (2011) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2011.255 · Cited by 505 · see citing works

Review of Graph Comprehension Research: Implications for Instruction

Shah, P., & Hoeffner, J. (2002) · Educational Psychology Review · doi:10.1023/a:1013180410169 · Cited by 431 · see citing works

A Layered Grammar of Graphics

Wickham, H. (2009) · Journal of Computational and Graphical Statistics · doi:10.1198/jcgs.2009.07098 · Cited by 400 · see citing works

Beyond Memorability: Visualization Recognition and Recall

Borkin, M. A., Bylinskii, Z., Kim, N. W., Bainbridge, C. M., Yeh, C. S., Borkin, D., Pfister, H., & Oliva, A. (2015) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2015.2467732 · Cited by 385 · see citing works

Project portfolio selection through decision support

Ghasemzadeh, F., & Archer, N. (2000) · Decision Support Systems · doi:10.1016/s0167-9236(00)00065-8 · Cited by 380 · see citing works

Statistical methods in water resources

Helsel, D. R., & Hirsch, R. M. (2002) · doi:10.3133/twri04a3 · Cited by 367 · see citing works

Visualization and Visual Analysis of Multifaceted Scientific Data: A Survey

Kehrer, J., & Hauser, H. (2012) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2012.110 · Cited by 367 · see citing works

Formalizing Visualization Design Knowledge as Constraints: Actionable and Extensible Models in Draco

Moritz, D., Wang, C., Nelson, G. L., Lin, H., Smith, A. M., Howe, B., & Heer, J. (2018) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2018.2865240 · Cited by 317 · see citing works

LineUp: Visual Analysis of Multi-Attribute Rankings

Gratzl, S., Lex, A., Gehlenborg, N., Pfister, H., & Streit, M. (2013) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2013.173 · Cited by 308 · see citing works

Top 10 unsolved information visualization problems

Chen, C. (2005) · IEEE Computer Graphics and Applications · doi:10.1109/mcg.2005.91 · Cited by 302 · see citing works

An Information-Processing Analysis of Graph Perception

Simkin, D., & Hastie, R. (1987) · Journal of the American Statistical Association · doi:10.1080/01621459.1987.10478448 · Cited by 301 · see citing works

Graphical Perception of Multiple Time Series

Javed, W., McDonnel, B., & Elmqvist, N. (2010) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2010.162 · Cited by 273 · see citing works

Error Bars Considered Harmful: Exploring Alternate Encodings for Mean and Error

Correll, M., & Gleicher, M. (2014) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2014.2346298 · Cited by 258 · see citing works

Scatterplot Matrix Techniques for Large N

Carr, D. B., Littlefield, R. J., Nicholson, W. L., et al. (1987) · Journal of the American Statistical Association · doi:10.1080/01621459.1987.10478445 · Cited by 242 · see citing works

DeepEye: Towards Automatic Data Visualization

Luo, Y., Qin, X., Tang, N., & Li, G. (2018) · IEEE International Conference on Data Engineering (ICDE) · doi:10.1109/icde.2018.00019 · Cited by 225 · see citing works

Ranking Visualizations of Correlation Using Weber's Law

Harrison, L., Yang, F., Franconeri, S., & Chang, R. (2014) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2014.2346979 · Cited by 212 · see citing works

Exploratory Data Analysis for Complex Models

Gelman, A. (2004) · Journal of Computational and Graphical Statistics · doi:10.1198/106186004x11435 · Cited by 215 · see citing works

Modeling Color Difference for Visualization Design

Szafir, D. A. (2017) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2017.2744359 · Cited by 213 · see citing works

The Many Faces of a Scatterplot

Cleveland, W. S., & McGill, R. (1984) · Journal of the American Statistical Association · doi:10.1080/01621459.1984.10477098 · Cited by 213 · see citing works

Visual task characterization for automated visual discourse synthesis

Zhou, M. X., & Feiner, S. K. (1998) · Proceedings of the SIGCHI conference on Human factors in computing systems - CHI '98 · doi:10.1145/274644.274698 · Cited by 207 · see citing works

Timelines Revisited: A Design Space and Considerations for Expressive Storytelling

Brehmer, M., Lee, B., Bach, B., Riche, N. H., & Munzner, T. (2016) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2016.2614803 · Cited by 202 · see citing works

Considerations for Visualizing Comparison

Gleicher, M. L. (2017) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2017.2744199 · Cited by 199 · see citing works

The effect of information presentation on decision making: A cost-benefit analysis

Vessey, I. (1994) · Information & Management · doi:10.1016/0378-7206(94)90010-8 · Cited by 196 · see citing works

Ten guidelines for effective data visualization in scientific publications

Kelleher, C. A., & Wagener, T. (2011) · Environmental Modelling & Software · doi:10.1016/j.envsoft.2010.12.006 · Cited by 186 · see citing works

Task-based effectiveness of basic visualizations

Saket, B., Endert, A., & Demiralp, C. (2019) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2018.2829750 · Cited by 178 · see citing works

AI4VIS: Survey on Artificial Intelligence Approaches for Data Visualization

Wu, A., Wang, Y., Shu, X., Moritz, D., Cui, W., Zhang, H., Zhang, D., & Qu, H. (2021) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2021.3099002 · Cited by 182 · see citing works

Software Design Patterns for Information Visualization

Heer, J., & Agrawala, M. (2006) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2006.178 · Cited by 181 · see citing works

Benefitting InfoVis with Visual Difficulties

Hullman, J., Adar, E., & Shah, P. (2011) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2011.175 · Cited by 159 · see citing works

How do People Make Sense of Unfamiliar Visualizations?: A Grounded Model of Novice's Information Visualization Sensemaking

Lee, S., Kim, S.-H., Hung, Y., Lam, H., Kang, Y., & Yi, J. S. (2015) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2015.2467195 · Cited by 161 · see citing works

An experiment in graphical perception

Cleveland, W. S., & McGill, R. (1986) · International Journal of Man-Machine Studies · doi:10.1016/s0020-7373(86)80019-0 · Cited by 165 · see citing works

Graphical inference for infovis

Wickham, H., Cook, D., Hofmann, H., & Buja, A. (2010) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2010.161 · Cited by 156 · see citing works

Criteria for Rigor in Visualization Design Study

Meyer, M., & Dykes, J. A. (2019) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2019.2934539 · Cited by 143 · see citing works

Evaluating the usability of visualization methods in an exploratory geovisualization environment

Koua, E. L., MacEachren, A. M., & Kraak, M. J. (2006) · International Journal of Geographical Information Systems · doi:10.1080/13658810600607550 · Cited by 146 · see citing works

Constructing Visual Representations: Investigating the Use of Tangible Tokens

Huron, S., Jansen, Y., & Carpendale, S. (2014) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2014.2346292 · Cited by 141 · see citing works

Composition and Configuration Patterns in Multiple-View Visualizations

Chen, X., Zeng, W., Lin, Y., Al-Maneea, H. M. A., Roberts, J. C., & Chang, R. (2020) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2020.3030338 · Cited by 136 · see citing works

The Shaping of Information by Visual Metaphors

Ziemkiewicz, C., & Kosara, R. (2008) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2008.171 · Cited by 132 · see citing works

Towards a Model of Information Aesthetics in Information Visualization

Lau, A., & Moere, A. V. (2007) · doi:10.1109/iv.2007.114 · Cited by 134 · see citing works

Data-Driven Guides: Supporting Expressive Design for Information Graphics

Kim, N. W., Schweickart, E., Liu, Z.-C., Dontcheva, M., Li, W., Popović, J., & Pfister, H. (2017) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2016.2598620 · Cited by 139 · see citing works

Four Experiments on the Perception of Bar Charts

Talbot, J., Setlur, V., & Anand, A. (2014) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2014.2346320 · Cited by 127 · see citing works

A statistical procedure for determining the best performing air quality simulation model

Cox, W. M., & Tikvart, J. A. (1990) · Atmospheric Environment Part A General Topics · doi:10.1016/0960-1686(90)90331-g · Cited by 132 · see citing works

An Algebraic Process for Visualization Design

Kindlmann, G., & Scheidegger, C. (2014) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2014.2346325 · Cited by 119 · see citing works

Multivariate Data Glyphs: Principles and Practice

Ward, M. O. (2007) · Springer eBooks · doi:10.1007/978-3-540-33037-0_8 · Cited by 125 · see citing works

Communicating centrality in policy network drawings

Brandes, U., Kenis, P., & Wagner, D. (2003) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2003.1196010 · Cited by 124 · see citing works

Learning Perceptual Kernels for Visualization Design

Demiralp, Ç., Bernstein, M. S., & Heer, J. (2014) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2014.2346978 · Cited by 119 · see citing works

A Systematic Review of Experimental Studies on Data Glyphs

Fuchs, J., Isenberg, P., Bezerianos, A., & Keim, D. A. (2016) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2016.2549018 · Cited by 117 · see citing works

Perceptual Guidelines for Creating Rectangular Treemaps

Kong, N., Heer, J., & Agrawala, M. (2010) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2010.186 · Cited by 115 · see citing works

Visual Reasoning Strategies for Effect Size Judgments and Decisions

Kale, A., Kay, M., & Hullman, J. (2021) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2020.3030335 · Cited by 109 · see citing works

KG4Vis: A Knowledge Graph-Based Approach for Visualization Recommendation

Li, H., Wang, Y., Zhang, S., Song, Y., & Qu, H. (2021) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2021.3114863 · Cited by 114 · see citing works

Graphical Overlays: Using Layered Elements to Aid Chart Reading

Kong, N., & Agrawala, M. (2012) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2012.229 · Cited by 99 · see citing works

Perception of Visual Variables on Tiled Wall-Sized Displays for Information Visualization Applications

Bezerianos, A., & Isenberg, P. (2012) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2012.251 · Cited by 100 · see citing works

Communicating risk information: The influence of graphical display format on quantitative information perception—Accuracy, comprehension and preferences

Price, M. A., Cameron, R., & Butow, P. N. (2007) · Patient Education and Counseling · doi:10.1016/j.pec.2007.08.006 · Cited by 98 · see citing works

Glanceable Visualization: Studies of Data Comparison Performance on Smartwatches

Blascheck, T., Besançon, L., Bezerianos, A., et al. (2018) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2018.2865142 · Cited by 96 · see citing works

Sketchy Rendering for Information Visualization

Wood, J., Isenberg, P., Tobias Isenberg, A., Dykes, J. A., Boukhelifa, N., & Slingsby, A. (2012) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2012.262 · Cited by 95 · see citing works

Statistical Graphics: Mapping the Pathways of Science

Wainer, H., & Velleman, P. F. (2001) · Annual Review of Psychology · doi:10.1146/annurev.psych.52.1.305 · Cited by 94 · see citing works

Towards Automated Infographic Design: Deep Learning-based Auto-Extraction of Extensible Timeline

Chen, Z., Wang, Y., Wang, Q., Wang, Y., & Qu, H. (2019) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2019.2934810 · Cited by 90 · see citing works

The Perceptual Scalability of Visualization

Yost, B., & North, C. L. (2006) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2006.184 · Cited by 93 · see citing works

A Brief History of the Mosaic Display

Friendly, M. L. (2002) · Journal of Computational and Graphical Statistics · doi:10.1198/106186002317375631 · Cited by 92 · see citing works

Visualization by Demonstration: An Interaction Paradigm for Visual Data Exploration

Saket, B., Kim, H., Brown, E. T., & Endert, A. (2017) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2016.2598839 · Cited by 105 · see citing works

High interaction graphics

Eick, S. G., & Wills, G. J. (1995) · European Journal of Operational Research · doi:10.1016/0377-2217(94)00188-i · Cited by 84 · see citing works

Line Graph or Scatter Plot? Automatic Selection of Methods for Visualizing Trends in Time Series

Wang, Y., Han, F., Zhu, L., et al. (2017) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2017.2653106 · Cited by 78 · see citing works

Vega-Lite: A Grammar of Interactive GraphicsPreprint

Satyanarayan, A., Moritz, D., Wongsuphasawat, K., et al. (2018) · doi:10.31219/osf.io/mqzyx · Cited by 78 · see citing works

Guidelines for Effective Usage of Text Highlighting Techniques

Strobelt, H., Oelke, D., Kwon, B. C., Schreck, T., & Pfister, H. (2015) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2015.2467759 · Cited by 76 · see citing works

Net2Vis – A Visual Grammar for Automatically Generating Publication-Tailored CNN Architecture Visualizations

Bäuerle, A., van Onzenoodt, C., & Ropinski, T. (2021) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2021.3057483 · Cited by 75 · see citing works

Tilt Map: Interactive Transitions Between Choropleth Map, Prism Map and Bar Chart in Immersive Environments

Yang, Y., Dwyer, T., Marriott, K., et al. (2020) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2020.3004137 · Cited by 75 · see citing works

The Visual Rhetoric of Data Displays: The Conundrum of Clarity*

Kostelnick, C. (2008) · IEEE Transactions on Professional Communication · doi:10.1109/tpc.2007.914869 · Cited by 75 · see citing works

Face to Face: Evaluating Visual Comparison

Ondov, B., Jardine, N. L., Elmqvist, N., & Franconeri, S. (2018) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2018.2864884 · Cited by 69 · see citing works

Stacking Graphic Elements to Avoid Over-Plotting

Dang, T. N., Wilkinson, L., & Anand, A. (2010) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2010.197 · Cited by 72 · see citing works

Illusion of Causality in Visualized Data

Xiong, C., Shapiro, J., Hullman, J., & Franconeri, S. (2020) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2019.2934399 · Cited by 71 · see citing works

A Comparative Evaluation of Animation and Small Multiples for Trend Visualization on Mobile Phones

Brehmer, M., Lee, B., Isenberg, P., et al. (2019) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2019.2934397 · Cited by 71 · see citing works

Taking Word Clouds Apart: An Empirical Investigation of the Design Space for Keyword Summaries

Felix, C., Franconeri, S., & Bertini, E. (2017) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2017.2746018 · Cited by 70 · see citing works

Keshif: Rapid and Expressive Tabular Data Exploration for Novices

Yalçın, M. A., Elmqvist, N., & Bederson, B. B. (2017) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2017.2723393 · Cited by 69 · see citing works

Evaluating ‘Graphical Perception’ with CNNs

Haehn, D., Tompkin, J., & Pfister, H. (2018) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2018.2865138 · Cited by 63 · see citing works

The Impact of Graph Slope on Rate of Change Judgments in Corporate Reports

BEATTIE, V. A., & Jones, M. J. (2002) · Abacus · doi:10.1111/1467-6281.00104 · Cited by 68 · see citing works

The Long and Short of It: Why Are Stocks with Shorter Runs Preferred?

Raghubir, P., & Das, S. R. (2009) · Journal of Consumer Research · doi:10.1086/644762 · Cited by 67 · see citing works

Looks Good To Me: Visualizations As Sanity Checks

Correll, M., Li, M., Kindlmann, G., & Scheidegger, C. (2018) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2018.2864907 · Cited by 65 · see citing works

Conceptual and Methodological Issues in Evaluating Multidimensional Visualizations for Decision Support

Dimara, E., Bezerianos, A., & Dragicevic, P. (2017) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2017.2745138 · Cited by 66 · see citing works

Dynamic Composite Data Physicalization Using Wheeled Micro-Robots

Goc, M. L., Périn, C., Follmer, S., Fekete, J., & Dragicevic, P. (2018) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2018.2865159 · Cited by 61 · see citing works

A Survey of Perception-Based Visualization Studies by Task

Quadri, G. J., & Rosen, P. (2021) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2021.3098240 · Cited by 71 · see citing works

Measuring Effective Data Visualization

Zhu, Y. (2007) · Springer eBooks · doi:10.1007/978-3-540-76856-2_64 · Cited by 66 · see citing works

MulteeSum: A Tool for Comparative Spatial and Temporal Gene Expression Data

Meyer, M., Munzner, T., DePace, A. H., et al. (2010) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2010.137 · Cited by 63 · see citing works

Color Crafting: Automating the Construction of Designer Quality Color Ramps

Smart, S., Wu, K., & Szafir, D. A. (2019) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2019.2934284 · Cited by 63 · see citing works

An Exploratory Study of Data Sketching for Visual Representation

Walny, J., Huron, S., & Carpendale, S. (2015) · Computer Graphics Forum · doi:10.1111/cgf.12635 · Cited by 61 · see citing works

Graph Thumbnails: Identifying and Comparing Multiple Graphs at a Glance

Yoghourdjian, V., Dwyer, T., Klein, K., et al. (2018) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2018.2790961 · Cited by 62 · see citing works

Correlation Judgment and Visualization Features: A Comparative Study

Yang, F., Harrison, L., Rensink, R. A., Franconeri, S., & Chang, R. (2018) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2018.2810918 · Cited by 57 · see citing works

Evaluating Cartogram Effectiveness

Nusrat, S., Alam, M. J., & Kobourov, S. (2016) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2016.2642109 · Cited by 61 · see citing works

The shifting boxplot. A boxplot based on essential summary statistics around the mean.

Marmolejo‐Ramos, F., & Tian, T. S. (2010) · International journal of psychological research · doi:10.21500/20112084.823 · Cited by 60 · see citing works

Combing the Communication Hairball: Visualizing Parallel Execution Traces using Logical Time

Isaacs, K. E., Bremer, P., Jusufi, I., et al. (2014) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2014.2346456 · Cited by 61 · see citing works

Graphing in depth: perspectives on the use of three-dimensional graphs to represent lower-dimensional data

Carswell, C. M., FRANKENBERGER, S., & BERNHARD, D. (1991) · Behaviour and Information Technology · doi:10.1080/01449299108924304 · Cited by 61 · see citing works

Visualizing Ranges over Time on Mobile Phones: A Task-Based Crowdsourced Evaluation

Brehmer, M., Lee, B., Isenberg, P., & Choe, E. K. (2018) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2018.2865234 · Cited by 57 · see citing works

VizLinter: A Linter and Fixer Framework for Data Visualization

Chen, Q., Sun, F., Xu, X., Chen, Z., Wang, J., & Cao, N. (2021) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2021.3114804 · Cited by 58 · see citing works

Challenges for designing and implementing decision aids

Feldman‐Stewart, D., & Brundage, M. (2004) · Patient Education and Counseling · doi:10.1016/j.pec.2003.09.007 · Cited by 60 · see citing works

Representing Uncertainty in Graph Edges: An Evaluation of Paired Visual Variables

Guo, H., Huang, J., & Laidlaw, D. (2015) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2015.2424872 · Cited by 60 · see citing works

ggplot2 Compatible Quantile-Quantile Plots in R

Almeida, A., Loy, A., & Hofmann, H. (2019) · The R Journal · doi:10.32614/rj-2018-051 · Cited by 58 · see citing works

Graphical Display of Data

Kang, C. W., & Kvam, P. H. (2011) · doi:10.1002/9781118491751.ch2 · Cited by 1 · see citing works

Graphical display of categorical data

SINGER, P. A., & Feinstein, A. R. (1993) · Journal of Clinical Epidemiology · doi:10.1016/0895-4356(93)90070-h · Cited by 10 · see citing works

Data Visualization Using R Language

Tandon, M., & Gupta, H. (2023) · Lecture notes in networks and systems · doi:10.1007/978-981-19-9638-2_39 · Cited by 1 · see citing works

Representing and Displaying Data

Weisburd, D. L., & Britt, C. (2013) · Springer eBooks · doi:10.1007/978-1-4614-9170-5_3

Effective Graphics Made Simple Using SAS/GRAPH ® SG Procedures

Heath, D. (2008) · Cited by 13 · see citing works