book.bib

@Book{ggplot2,
    author = {Hadley Wickham},
    title = {ggplot2: Elegant Graphics for Data Analysis},
    publisher = {Springer-Verlag New York},
    year = {2009},
    isbn = {978-0-387-98140-6},
    url = {http://ggplot2.org},
}

@article{ggplot2-paper,
  title = {A layered grammar of graphics},
  author = {Wickham, Hadley},
  journal = {Journal of Computational and Graphical Statistics},
  volume = {19},
  number = {1},
  pages = {3--28},
  year = {2010},
  publisher = {Taylor \& Francis}
}

@Manual{sf,
    title = {sf: Simple Features for R},
    author = {Edzer Pebesma},
    year = {2018},
    note = {R package version 0.6-0},
    url = {https://CRAN.R-project.org/package=sf},
}

@Article{ggmap,
    author = {David Kahle and Hadley Wickham},
    title = {ggmap: Spatial Visualization with ggplot2},
    journal = {The R Journal},
    year = {2013},
    volume = {5},
    number = {1},
    pages = {144--161},
    url = {http://journal.r-project.org/archive/2013-1/kahle-wickham.pdf},
}

@Book{xie2015,
  title = {Dynamic Documents with {R} and knitr},
  author = {Yihui Xie},
  publisher = {Chapman \& Hall/CRC},
  address = {Boca Raton, Florida},
  year = {2015},
  edition = {2nd},
  note = {ISBN 978-1498716963},
  url = {http://yihui.name/knitr/},
}

@book{Wilkinson:2005,
 author = {Wilkinson, Leland},
 title = {The Grammar of Graphics (Statistics and Computing)},
 year = {2005},
 isbn = {0387245448},
 publisher = {Springer-Verlag New York, Inc.},
 address = {Secaucus, NJ, USA},
}

@article{plumbing,
  author = {Wickham, Hadley and Lawrence, Michael and Cook, Dianne and Buja, Andreas and Hofmann, Heike and Swayne, Deborah F},
  title = {{The Plumbing of Interactive Graphics}},
  journal = {Computational Statistics},
  year = {2010},
  pages = {1--7},
  month = apr
}

@article{banking,
 ISSN = {01621459},
 URL = {http://www.jstor.org/stable/2288843},
 abstract = {The shape parameter of a two-variable graph is the ratio of the horizontal and vertical distances spanned by the data. For at least 70 years this parameter has received much attention in writings on data display, because it is a critical factor on two-variable graphs that show how one variable depends on the other. But despite the attention, there has been little systematic study. In this article the shape parameter and its effect on the visual decoding of slope information are studied through historical, empirical, theoretical, and experimental investigations. These investigations lead to a method for choosing the shape that maximizes the accuracy of slope judgments.},
 author = {William S. Cleveland, Marylyn E. McGill, Robert McGill},
 journal = {Journal of the American Statistical Association},
 number = {402},
 pages = {289-300},
 publisher = {[American Statistical Association, Taylor & Francis, Ltd.]},
 title = {The Shape Parameter of a Two-Variable Graph},
 volume = {83},
 year = {1988}
}

@article{trellis,
 ISSN = {10618600},
 URL = {http://www.jstor.org/stable/1390777},
 abstract = {Trellis display is a framework for the visualization of data. Its most prominent aspect is an overall visual design, reminiscent of a garden trelliswork, in which panels are laid out into rows, columns, and pages. On each panel of the trellis, a subset of the data is graphed by a display method such as a scatterplot, curve plot, boxplot, 3-D wireframe, normal quantile plot, or dot plot. Each panel shows the relationship of certain variables conditional on the values of other variables. A number of display methods employed in the visual design of Trellis display enable it to succeed in uncovering the structure of data even when the structure is quite complicated. For example, Trellis display provides a powerful mechanism for understanding interactions in studies of how a response depends on explanatory variables. Three examples demonstrate this; in each case, we make important discoveries not appreciated in the original analyses. Several control methods are also essential to Trellis display. A control method is a technique for specifying information so that a display can be drawn. The control methods of Trellis display form a basic conceptual framework that can be used in designing software. We have demonstrated the viability of the control methods by implementing them in the S/S-PLUS system for graphics and data analysis, but they can be implemented in any software system with a basic capability for drawing graphs.},
 author = {{Becker et al.}},
 journal = {Journal of Computational and Graphical Statistics},
 number = {2},
 pages = {123-155},
 publisher = {[American Statistical Association, Taylor & Francis, Ltd., Institute of Mathematical Statistics, Interface Foundation of America]},
 title = {The Visual Design and Control of Trellis Display},
 volume = {5},
 year = {1996}
}

@Book{lattice,
    title = {Lattice: Multivariate Data Visualization with R},
    author = {Deepayan Sarkar},
    publisher = {Springer},
    address = {New York},
    year = {2008},
    note = {ISBN 978-0-387-75968-5},
    url = {http://lmdvr.r-forge.r-project.org},
}

@online{viridis,
  author = {{Berkeley Institute for Data Science}},
  title = {mpl colormaps},
  year = 2016,
  url = {http://web.archive.org/web/20160601125258/http://bids.github.io/colormap/},
  urldate = {2016-06-01}
}

@article{graphical-perception,
  author = {Cleveland, William S and McGill, Robert},
  title = {{Graphical Perception: Theory, Experimentation, and Application to the Development of Graphical Methods}},
  journal = {Journal of the American Statistical Association},
  year = {1984},
  volume = {79},
  pages = {531--554},
  month = sep
}

@inproceedings{crowdsourcing-graphical-perception,
  title = {Crowdsourcing Graphical Perception: Using Mechanical Turk to Assess Visualization Design},
  author = {Jeffrey Heer AND Michael Bostock},
  booktitle = {ACM Human Factors in Computing Systems (CHI)},
  year = {2010},
  pages = {203--212},
  url = {http://vis.stanford.edu/papers/crowdsourcing-graphical-perception}
}

@misc{few-values,
  author = {Stephen Few},
  title = {Data Visualization: Rules for Encoding Values in Graph },
  year = 2006,
  urldate = {2016-04-04},
  howpublished = {\url{https://web.archive.org/web/20160404214629/http://www.perceptualedge.com/articles/b-eye/encoding_values_in_graph.pdf}}
}

@misc{messing,
  author = {Solomon Messing},
  title = {Visualization series: Insight from Cleveland and Tufte on plotting numeric data by groups},
  year = 2012,
  urldate = {2016-04-04},
  howpublished = {\url{http://web.archive.org/web/20160602202734/https://solomonmessing.wordpress.com/2012/03/04/visualization-series-insight-from-cleveland-and-tufte-on-plotting-numeric-data-by-groups/}}
}

@phdthesis{perception-stat-graphics,
    title    = {Perception in statistical graphics},
    school   = {Iowa State University},
    author   = {Susan Ruth VanderPlas},
    year     = {2015},
    url = {http://lib.dr.iastate.edu/cgi/viewcontent.cgi?article=5445&context=etd}
}

@Article{plyr,
    title = {The Split-Apply-Combine Strategy for Data Analysis},
    author = {Hadley Wickham},
    journal = {Journal of Statistical Software},
    year = {2011},
    volume = {40},
    number = {1},
    pages = {1--29},
    url = {http://www.jstatsoft.org/v40/i01/},
}

@article{Sturges,
  author = {Herbert A. Sturges},
  title = {The Choice of a Class Interval},
  journal = {Journal of the American Statistical Association},
  volume = {21},
  number = {153},
  pages = {65-66},
  year = {1926},
  doi = {10.1080/01621459.1926.10502161},
  URL = {http://dx.doi.org/10.1080/01621459.1926.10502161},
  eprint = {http://dx.doi.org/10.1080/01621459.1926.10502161}
}

@article{ash,
  author = {Scott, David W},
  title = {{Averaged shifted histogram}},
  journal = {Wiley Interdisciplinary Reviews: Computational Statistics},
  year = {2009},
  volume = {2},
  number = {2},
  pages = {160--164},
  month = dec
}

@article{hist-scott,
  author = {Scott, David W},
  title = {On optimal and data-based histograms},
  journal = {Biometrika},
  year = {1979},
  volume = {66},
  pages = {605–610},
}

@article{FD,
  author = {Freedman, D. and Diaconis, P.},
  title = {On the histogram as a density estimator: L2 theory},
  journal = {Zeitschrift für Wahrscheinlichkeitstheorie und verwandte Gebiete},
  year = {1981},
  volume = {57},
  pages = {453–476},
}

@book{mde,
  author = {David W. Scott},
  title = {Multivariate density estimation: theory, practice, and visualization},
  publisher = {{John Wiley \& Sons}},
  location = {Hoboken, New Jersey},
  year = {1992}
}

@online{overplotting,
  author = {Stephen S. Few},
  title = {Solutions to the Problem of Over-Plotting in Graphs.},
  year = {2008},
  url = {http://web.archive.org/web/20160603015016/http://www.perceptualedge.com/articles/visual_business_intelligence/over-plotting_in_graphs.pdf},
  urldate = {2016-06-03}
}

@article{scatterplots,
  author = {D. B. Carr, R. J. Littlefield, W. L. Nicholson and J. S. Littlefield},
  journal = {Journal of the American Statistical Association},
  year = {1987},
  volume = {82},
  pages = {424-436}
}

@article{details-on-demand,
  author = {Ben Shneiderman},
  title = {{The Eyes Have It: A Task by Data Type Taxonomy for Information Visualizations}},
  journal = {VL Proceedings of the IEEE Symposium on Visual Languages},
  year = {1996},
  pages = {1--9},
  month = jan
}

@inproceedings{Unwin:1999vp,
	Address = {Chicago},
	Author = {Unwin, A.R. and Hofmann, H.},
	Booktitle = {Computing Science and Statistics, Proceedings of the 31st Symposium on the Interface},
	Editor = {Berk, K. and Pourahmadi, M.},
	Pages = {246-253},
	Publisher = {Interface Foundation},
	Title = {GUI and Command-line --- Conflict or Synergy?},
	Volume = {31},
	Year = {1999}
}

@article{Cook:2007uk,
  author = {Cook, Dianne and Buja, Andreas and Swayne, Deborah F},
  title = {{Interactive High-Dimensional Data Visualization}},
  journal = {Journal of Computational and Graphical Statistics},
  year = {2007},
  pages = {1--23},
  month = dec
}

@article{xgobi,
  author = {Swayne, Deborah F and Cook, Dianne and Buja, Andreas},
  title = {{XGobi: Interactive Dynamic Data Visualization in the X Window System}},
  journal = {Journal of Computational and Graphical Statistics},
  year = {1998},
  volume = {7},
  number = {1},
  pages = {113--130},
  month = mar
}

@Article{brushing-scatterplots,
  author = 	 {{Becker and Cleveland}},
  title = 	 {Brushing scatterplots},
  journal = 	 {Technometrics},
  year = 	 1987,
  volume = 	 29,
  number = 	 2,
  pages = 	 {127--142},
  month = 	 {May}
}

@article{Ahlberg:1997tb,
author = {Ahlberg, Christopher and Williamson, Christopher and Ben Shneiderman},
title = {{Dynamic Queries for Information Exploration: An Implementation and Evaluation}},
journal = {ACM CHI Conference Proceedings},
year = {1997},
pages = {1--8},
month = jul
}

@Manual{cranvas,
   title = {Interactive statistical graphics based on Qt},
   author = {Yihui Xie, Heike Hofmann, Di Cook, Xiaoyue Cheng, Barret Schloerke, Marie Vendettuoli, Tengfei Yin, Hadley Wickham, Michael Lawrence},
   year = {2013},
   note = {R package version 0.8.5},
 }

@Article{lisp-stat,
  author = {Luke Tierney},
  journal = {The Journal of Statistical Software},
  title = {Some Notes on the Past and Future of Lisp-Stat},
  year = {2005},
  volume = {13},
  issue = {9},
  url = {http://www.jstatsoft.org/v13/a09/paper}
}

@book{mondrianbook,
  author = "Martin Theus and Simon Urbanek",
  title = "Interactive Graphics for Data Analysis: Principles and Examples",
  publisher = "Chapman \& Hall / CRC.",
  year = 2008,
}

@Article{rggobi,
  author = {Hadley Wickham and Michael Lawrence and Temple Lang, Duncan and Deborah F Swayne},
  journal = {R-news},
  keywords = {software/ggobi},
  month = {October},
  number = {2},
  pages = {3–7},
  title = {An introduction to rggobi},
  url = {http://CRAN.R-project.org/doc/Rnews/Rnews_2008-2.pdf},
  volume = {8},
  year = {2008},
}


@Manual{loon,
    title = {loon: Interactive Statistical Visualization},
    author = {Adrian R. Waddell and R. Wayne Oldford},
    year = {2015},
    note = {R package version 1.0.1},
    url = {http://www.uwaterloon.ca},
}

@Manual{iPlots,
    title = {Acinonyx: iPlots eXtreme},
    author = {Simon Urbanek},
    note = {R package version 3.0-0},
    year = {2011},
    url = {http://www.rforge.net/Acinonyx/},
}

@Manual{shiny,
    title = {shiny: Web Application Framework for R},
    author = {Winston Chang and Joe Cheng and JJ Allaire and Yihui Xie and Jonathan McPherson},
    year = {2016},
    note = {R package version 0.14},
    url = {https://CRAN.R-project.org/package=shiny},
  }

@Manual{leaflet,
    title = {leaflet: Create Interactive Web Maps with the JavaScript 'Leaflet' Library},
    author = {Joe Cheng and Yihui Xie},
    year = {2016},
    note = {R package version 1.0.1.9004},
    url = {http://rstudio.github.io/leaflet/},
  }

@book{ggobi:2007,
   title = "Interactive and dynamic graphics for data analysis : with {R} and GGobi",
   author = "Dianne Cook and Deborah F. Swayne",
   series = "Use R !",
   publisher = "Springer",
   address = "New York",
   url = "http://www.ggobi.org/book/",
   isbn = "978-0-387-71761-6",
   year = 2007
}


@Manual{rbokeh,
    title = {rbokeh: R Interface for Bokeh},
    author = {Ryan Hafen and {Continuum Analytics, Inc.}},
    year = {2016},
    note = {R package version 0.4.2},
    url = {https://CRAN.R-project.org/package=rbokeh},
  }

@article{plumbing,
  author = {Wickham, Hadley and Lawrence, Michael and Cook, Dianne and Buja, Andreas and Hofmann, Heike and Swayne, Deborah F},
  title = {{The Plumbing of Interactive Graphics}},
  journal = {Computational Statistics},
  year = {2010},
  pages = {1--7},
  month = apr
}

@article{gpp,
  author = { John W.   Emerson  and  Walton A.   Green  and  Barret   Schloerke  and  Jason   Crowley  and  Dianne   Cook  and  Heike   Hofmann  and  Hadley   Wickham },
  title = {The Generalized Pairs Plot},
  journal = {Journal of Computational and Graphical Statistics},
  volume = {22},
  number = {1},
  pages = {79-91},
  year = {2013},
  doi = {10.1080/10618600.2012.694762},
  URL = {http://dx.doi.org/10.1080/10618600.2012.694762},
  eprint = { http://dx.doi.org/10.1080/10618600.2012.694762}
}

@incollection{viewing-pipeline,
  author      = "Andreas Buja, Daniel Asimov, Catherine Hurley and John A. McDonald",
  title       = "Elements of a Viewing Pipeline for Data Analysis",
  editor      = "William S. Cleveland and Marylyn E. McGill",
  booktitle   = "Dynamic Graphics for Statistics",
  publisher   = "Wadsworth, Inc.",
  address     = "Belmont, California",
  year        = 1988
}


@inproceedings{scagnostics-tukey,
  author = {{Tukey, J. and Tukey P.}},
  title = {Computer graphics and exploratory data analysis: An introduction},
  booktitle = {In Proceedings of the Sixth Annual Conference and Exposition: Computer Graphics85},
  year = 1985
}

@inproceedings{Wilkinson:2005b,
 author = {Wilkinson, Leland and Anand, Anushka and Grossman, Robert},
 title = {Graph-Theoretic Scagnostics},
 booktitle = {Proceedings of the Proceedings of the 2005 IEEE Symposium on Information Visualization},
 series = {INFOVIS '05},
 year = {2005},
 isbn = {0-7803-9464-x},
 pages = {21--},
 url = {http://dx.doi.org/10.1109/INFOVIS.2005.14},
 doi = {10.1109/INFOVIS.2005.14},
 acmid = {1106587},
 publisher = {IEEE Computer Society},
 address = {Washington, DC, USA},
 keywords = {visualization, statistical graphics},
}

@article{Wilkinson:2008,
  author = {Leland Wilkinson and Graham Wills},
  title = {Scagnostics Distributions},
  journal = {Journal of Computational and Graphical Statistics},
  volume = {17},
  number = {2},
  year = {2008},
  pages = {473-491}
}

@article{Wilkinson:2012,
  author = {Dang, Tuan Nhon and Wilkinson, Leland},
  title = {{Timeseer: Detecting interesting distributions in multiple time series data}},
  journal = {VINCI },
  year = {2012},
  pages = {1--9},
  month = oct
}

@article{RHIPE,
  author = {Saptarshi Guha and Ryan Hafen and Jeremiah Rounds and Jin Xia and Jianfu Li and
Bowei Xi and William S. Cleveland},
  title = {Large complex data: divide and recombine with RHIPE},
  journal = {The ISI’s Journal for the Rapid Dissemination of Statistics Research},
  year = {2012},
  pages = {53-67},
  month = aug
}

@article{divide-recombine,
  author = {William S. Cleveland and Ryan Hafen},
  title = {Divide and recombine: Data science for large complex data},
  journal = {Statistical Analysis and Data Mining: The ASA Data Science Journal},
  volume = {7},
  issue = {6},
  year = {2014},
  month = dec,
  pages = {425–433}
}

@INPROCEEDINGS{trelliscope,
  author={R. Hafen and L. Gosink and J. McDermott and K. Rodland and K. K. V. Dam and W. S. Cleveland},
  booktitle={Large-Scale Data Analysis and Visualization (LDAV), 2013 IEEE Symposium on},
  title={Trelliscope: A system for detailed visualization in the deep analysis of large complex data},
  year={2013},
  pages={105-112},
  doi={10.1109/LDAV.2013.6675164},
  month={Oct}
}

@online{SQLjs,
  author = {Ophir LOJKINE & Contributors},
  title = {SQLite compiled to javascript},
  year = 2016,
  url = {https://github.com/kripken/sql.js},
  urldate = {2016-10-01}
}

@online{selectizejs,
  author = {Brian Reavis & Contributors},
  title = {Selectize is an extensible jQuery-based custom <select> UI control},
  year = 2016,
  url = {https://github.com/selectize/selectize.js},
  urldate = {2016-10-01}
}

@article{orca,
  author = {Peter Sutherland, Anthony Rossini, Thomas Lumley, Nicholas Lewin-Koh, Julie Dickerson, Zach Cox and Dianne Cook},
  title = {Orca: A Visualization Toolkit for High-Dimensional Data},
  journal = {Journal of Computational and Graphical Statistics},
  volume = {9},
  issue = {3},
  year = {2000},
  month = sept,
  pages = {509-529}
}

@online{ggobi-pipeline-design,
  author = {Michael Lawrence},
  title = {The GGobi data pipeline},
  url = {http://web.archive.org/web/20100613025720/http://www.ggobi.org/docs/pipeline-design.pdf}
}

@incollection{S3,
  author = {Chambers, J. M.},
  title = {Classes and methods: object-oriented programming in {S}},
  editor = {J. M. Chambers and T. J. Hastie},
  booktitle  = {Statistical Models in S},
  publisher = {Wadsworth \& Brooks/Cole},
  year = {1992},
}

@BOOK{adv-r,
  title = {Advanced R},
  author = {Hadley Wickham},
  publisher = {Chapman \& Hall/CRC},
  location = {Boca Raton, FL},
  isbn = {978-1466586963},
  year = {2014}
}


@article{grand-tour,
 author = {Asimov, Daniel},
 title = {The Grand Tour:  A Tool for Viewing Multidimensional Data},
 journal = {SIAM J. Sci. Stat. Comput.},
 issue_date = {Jan. 1985},
 volume = {6},
 number = {1},
 month = jan,
 year = {1985},
 issn = {0196-5204},
 pages = {128--143},
 numpages = {16},
 url = {http://dx.doi.org/10.1137/0906011},
 doi = {10.1137/0906011},
 acmid = {2906},
 publisher = {Society for Industrial and Applied Mathematics},
 address = {Philadelphia, PA, USA},
}

@article{model-vis-paper,
	Author = {Wickham, Hadley and Cook, Dianne and Hofmann, Heike},
	Journal = {Statistical Analysis and Data Mining: The ASA Data Science Journal},
	Number = {4},
	Pages = {203--225},
	Title = {Visualizing statistical models: Removing the blindfold},
	Volume = {8},
	Year = {2015}
}

@article{selection-sequences,
  author = {Hofmann, Heike and Theus, Martin},
  title = {{Selection sequences in MANET}},
  journal = {Computational Statistics},
  year = {1998},
  pages = {1--12},
  month = jan
}

@article{sine-illusion,
  author = {Susan VanderPlas and Heike Hofmann},
  title = {Signs of the Sine Illusion—Why We Need to Care},
  journal = {Journal of Computational and Graphical Statistics},
  volume = {24},
  number = {4},
  pages = {1170-1190},
  year = {2015},
  doi = {10.1080/10618600.2014.951547},
  URL = {http://dx.doi.org/10.1080/10618600.2014.951547}
}

@inproceedings{heer2008generalized,
  title = {Generalized selection via interactive query relaxation},
  author = {Heer, Jeffrey and Agrawala, Maneesh and Willett, Wesley},
  booktitle = {Proceedings of the SIGCHI Conference on Human Factors in Computing Systems},
  pages = {959--968},
  year = {2008},
  organization = {ACM}
}

@Inbook{Wills2008,
author="Wills, Graham",
title="Linked Data Views",
bookTitle="Handbook of Data Visualization",
year="2008",
publisher="Springer",
address="Berlin, Heidelberg",
pages="217--241",
abstract="The linked views paradigm is a method of taking multiple simple views of data and allowing interactions with one to modify the display of data in all the linked views. A simple example is that selecting a data case in one view shows that data case highlighted in all other views. In this section we define the underlying methodology and show how it has been applied historically and how it can be extended to provide enhanced power. In particular we focus on displays of aggregated data and linking domain-specific views such as graph layouts and maps to statistical views.",
isbn="978-3-540-33037-0",
doi="10.1007/978-3-540-33037-0_10",
url="https://doi.org/10.1007/978-3-540-33037-0_10"
}

@article{Buja:1991vh,
  author = {Buja, Andreas and McDonald, John Alan and Michalak, John and Stuetzle, Werner},
  title = {{Interactive data visualization using focusing and linking}},
  journal = {IEEE Proceedings of Visualization},
  year = {1991},
  pages = {1--8},
  month = feb
}

@inproceedings{Ahlberg:1991,
  title = {Dynamic Queries for Information Exploration: An Implementation and Evaluation},
  author = {Christopher Ahlberg and Christopher Williamson and Ben Shneiderman},
  year = 1991,
  booktitle = "ACM CHI '92 Conference Proceedings",
  volume = 21,
  pages = "619--626"
}

@Book{tufte2001,
 author = {Tufte, Edward},
 title = {{The Visual Display of Quantitative Information}},
 publisher = {Graphics Press},
 year = {2001},
 address = {Cheshire, Conn},
 isbn = {1930824130}
 }

@misc{ggplotly-blog-post,
  author = {Sievert, Carson},
  title = {Learning from and improving upon ggplotly conversions},
  journal = {},
  type = {Blog},
  number = {January 30},
  year = {2018},
  howpublished = {\url{https://blog.cpsievert.me/2018/01/30/learning-improving-ggplotly-geom-sf/}}
}

@misc{sf-blog-post,
  author = {Sievert, Carson},
  title = {Visualizing geo-spatial data with sf and plotly},
  journal = {},
  type = {Blog},
  number = {March 30},
  year = {2018},
  howpublished = {\url{https://blog.cpsievert.me/2018/03/30/visualizing-geo-spatial-data-with-sf-and-plotly/}}
}


@misc{shiny-plot-interaction,
  author = {Winston Chang},
  title = {Interactive plots (in shiny)},
  journal = {},
  type = {Blog},
  number = {May 30},
  year = {2017},
  howpublished = {\url{http://shiny.rstudio.com/articles/plot-interaction.html}}
}

@misc{shiny-custom-inputs,
  author = {RStudio},
  title = {Build custom input objects},
  journal = {},
  type = {Blog},
  number = {Jan 06},
  year = {2014},
  howpublished = {\url{https://shiny.rstudio.com/articles/building-inputs.html}}
}

@article{2014-latency,
 title = {The Effects of Interactive Latency on Exploratory Visual Analysis},
 author = {Zhicheng Liu AND Jeffrey Heer},
 journal = {IEEE Trans. Visualization \& Comp. Graphics (Proc. InfoVis)},
 year = {2014},
 url = {http://idl.cs.washington.edu/papers/latency},
}

@misc{profvis-shiny,
  author = {RStudio},
  title = {Profvis — Interactive Visualizations for Profiling R Code},
  journal = {},
  type = {Blog},
  number = {Jan 06},
  year = {2014},
  howpublished = {\url{https://rstudio.github.io/profvis/examples.html}}
}


@misc{async,
  author = {Joe Cheng},
  title = {Case study: converting a Shiny app to async},
  journal = {},
  type = {Blog},
  number = {Nov 13th},
  year = {2018},
  howpublished = {\url{https://rstudio.github.io/promises/articles/casestudy.html}}
}

@misc{leaflet-shiny,
    title = {Using Leaflet with Shiny},
    author = {Joe Cheng},
    journal = {},
    type = {Blog},
    number = {Nov 19th},
    year = {2018},
    howpublished = {\url{https://rstudio.github.io/leaflet/shiny.html}}
}

@misc{DT-shiny,
    title = {Using {DT} with Shiny},
    author = {Yihui Xie},
    journal = {},
    type = {Blog},
    number = {Nov 19th},
    year = {2018},
    howpublished = {\url{https://rstudio.github.io/DT/shiny.html}}
}

@article{d3js,
  title = {{D3: Data-Driven Documents}},
  author = {Michael Bostock AND Vadim Ogievetsky AND Jeffrey Heer},
  journal = {IEEE Trans. Visualization \& Comp. Graphics (Proc. InfoVis)},
  year = {2011},
  url = {http://vis.stanford.edu/papers/d3}
}

@BOOK{r4ds,
  title = {R for Data Science},
  author = {Hadley Wickham and Garrett Grolemund},
  publisher = {O'Reilly Media},
  location = {Sebastopol, California},
  isbn = {1491910399},
  year = {2016}
}

@Manual{pandoc,
  title = {Pandoc: the swiss-army knife for converting files from one markup   format into another.},
  author = {{Pandoc Development Team}},
  year = {2016},
  url = {http://pandoc.org},
}


@BOOK{unwin-graphical-analysis,
  author = {Antony Unwin},
  title = {{Graphical Data Analysis with R}},
  publisher = {CRC Press},
  location = {Boca Raton, FL},
  year = {2015},
  url = {http://www.gradaanwr.net}
}

@BOOK{claus-dataviz,
  author = {Claus Wilke},
  title = {{Fundamentals of Data Visualization}},
  publisher = {O'Reilly Media},
  location = {Sebastopol, California},
  year = {2018},
  url = {https://serialmentor.com/dataviz/}
}

@BOOK{healey-dataviz,
  author = {Kieran Healey},
  title = {{Data Visualization: A Practical Introduction}},
  publisher = {Princeton University Press},
  ISBN = {0691181624},
  year = {2018},
  url = {https://kieranhealy.org/publications/dataviz/}
}

@BOOK{yau-dataviz,
  author = {Nathan Yau},
  title = {{Visualize This: The FlowingData Guide to Design, Visualization, and Statistics}},
  publisher = {{John Wiley \& Sons}},
  location = {Hoboken, New Jersey},
  ISBN = {0470944889},
  year = {2011}
}

@BOOK{murray-d3,
  author = {Scott Murray},
  title = {{Interactive Data Visualization for the Web: An Introduction to Designing with D3}},
  publisher = {O'Reilly Media},
  location = {Sebastopol, California},
  ISBN = {1449339735},
  year = {2013}
}


@BOOK{meeks-d3,
  author = {Scott Murray},
  title = {{D3.js in Action}},
  publisher = {Manning Publications},
  ISBN = {9781617294488},
  year = {2017}
}


@article{unwin:1999,
   Author = {Unwin, A.R.},
   Title = {Requirements for interactive graphics software for exploratory data analysis},
   Journal = {Computational Statistics},
   Volume = {14},
   Pages = {7-22},
 Year = {1999}
}

@misc{unwin-epl,
  author = {Unwin, A.R.},
  title = {{GDA of England (from engsoccerdata)}},
  type = {Blog},
  year = {2016},
  howpublished = {\url{http://www.gradaanwr.net/wp-content/uploads/2016/06/dataApr16.pdf}}
}

@Article{tidy-data,
  author = {Hadley Wickham},
  journal = {The Journal of Statistical Software},
  title = {Tidy data},
  selected = {TRUE},
  year = {2014},
  volume = {59},
  issue = {10},
  url = {http://www.jstatsoft.org/v59/i10/}
}

@misc{election-maps,
  author = {Mark Newman},
  title = {Maps of the 2016 {U.S.} presidential election results},
  type = {Blog},
  year = 2016,
  howpublished = {\url{http://www-personal.umich.edu/~mejn/election/2016/}}
}

@BOOK{geocomputation,
  author = {{Lovelace et al.}},
  title = {{Geocomputation with R}},
  publisher = {{Chapman \& Hall/CRC}},
  ISBN = {9781138304512},
  year = {2019}
}

@Manual{PROJ,
  title = {{PROJ} coordinate transformation software library},
  author = {{PROJ contributors}},
  organization = {Open Source Geospatial Foundation},
  year = {2018},
  url = {https://proj4.org/},
}

@Article{cartogram-vis,
  author = {{Nusrat et al.}},
  journal = {IEEE Trans Vis Comput Graph},
  title = {Evaluating Cartogram Effectiveness},
  year = {2016},
  volume = 24,
  issue = 2,
  pages = {1077-1090},
  DOI = {10.1109/TVCG.2016.2642109}
}

@Article{Dougenik,
  author = {{Dougenik et al.}},
  journal = {The Professional Geographer},
  title = {{An Algorithm To Construct Continuous Area Cartograms}},
  year = {1985}
}

@Article{Dorling,
  author = {{Dorling D.}},
  journal = {Concepts and Techniques in Modern Geography (CATMOG)},
  title = {{Area Cartograms: Their Use and Creation}},
  year = {1996}
}

@Article{Olson,
  author = {{Olson}},
  journal = {The Professional Geographer},
  title = {{Noncontiguous Area Cartograms}},
  year = {1976},
  volume = 28,
  issue = 4,
  pages = {371-380},
}

@misc{tidy-principles,
  title = {Tidyverse design principles},
  author = {{Tidyverse team}},
  year = {2018},
  howpublished = {\url{https://principles.tidyverse.org}},
}

@misc{flowingdata-r,
  title = {What I Use to Visualize Data},
  author = {Nathan Yau},
  year = {2016},
  howpublished = {\url{https://flowingdata.com/2016/03/08/what-i-use-to-visualize-data/}}
}

@misc{nyt-r,
  title = {19 Sketches of Quarterback Timelines},
  author = {Kevin Quealy},
  year = {2013},
  howpublished = {\url{https://web.archive.org/web/20180416011941/http://kpq.github.io/chartsnthings/2013/09/19-sketches-of-quarterback-timelines.html}}
}


@misc{prim9,
  author = {Tukey, Friedman and Fisherkeller},
  title = {Stanford Linear Accelerator},
  year = {1973},
  howpublished = {\url{http://stat-graphics.org/movies/prim9.html}}
}

@misc{data-science-gui,
  author = {Hadley Wickham},
  title = {You can't do data science in a GUI},
  howpublished = {\url{https://www.youtube.com/watch?v=cpbtcsGE0OA}},
  year = {2018}
}

@TechReport{bigvis,
  author = {Hadley Wickham},
  institution = {had.co.nz},
  title = {Bin-summarise-smooth: a framework for visualising large data},
  year = {2013},
}

@article{2013-immens,
 title = {imMens: Real-time Visual Querying of Big Data},
 author = {Zhicheng Liu AND Biye Jiang AND Jeffrey Heer},
 journal = {Computer Graphics Forum (Proc. EuroVis)},
 year = {2013},
 volume = {32},
 number = {3},
 url = {http://idl.cs.washington.edu/papers/immens},
}

@misc{2019-falcon,
 title = {Falcon: Balancing Interactive Latency and Resolution Sensitivity for Scalable Linked Visualizations},
 author = {Dominik Moritz AND Bill Howe AND Jeffrey Heer},
 year = {2019},
 howpublished = {\url{http://idl.cs.washington.edu/papers/falcon}},
}

@article{data-cube,
  title = {Data cube: A relational aggregation operator generalizing group-by, cross-tab, and sub-totals.},
  author = {J. Gray and S. Chaudhuri and A. Bosworth and A. Layman and D. Reichart and M. Venkatrao.},
  journal = {Data Mining and Knowledge Discovery},
  year = {1997},
  pages = {29-53},
  volume = 1,
}

@article{nanocubes,
  author = {Lauro Lins and James T. Klosowski and and Carlos Scheidegger},
  title = {Nanocubes for Real-Time Exploration of Spatiotemporal Datasets},
  journal = {Visualization and Computer Graphics, IEEE Transactions},
  year = {2013}
}