references.bib

@Manual{R-base,
  title = {R: A Language and Environment for Statistical Computing},
  author = {{R Core Team}},
  organization = {R Foundation for Statistical Computing},
  address = {Vienna, Austria},
  year = {2019},
  url = {https://www.R-project.org/},
}
@Manual{R-cdata,
  title = {cdata: Fluid Data Transformations},
  author = {John Mount and Nina Zumel},
  year = {2019},
  note = {R package version 1.1.0},
  url = {https://CRAN.R-project.org/package=cdata},
}

@Manual{R-forcats,
  title = {forcats: Tools for Working with Categorical Variables (Factors)},
  author = {Hadley Wickham},
  year = {2019},
  note = {R package version 0.4.0},
  url = {https://CRAN.R-project.org/package=forcats},
}
@Manual{R-gapminder,
  title = {gapminder: Data from Gapminder},
  author = {Jennifer Bryan},
  year = {2017},
  note = {R package version 0.3.0},
  url = {https://CRAN.R-project.org/package=gapminder},
}

@manual{R-gclus,
  author       = {Catherine Hurley},
  year         = {2019},
  title        = {{gclus: Clustering Graphics}},
  organization = {},
  address      = {R package version 1.3.2},
  url          = {https://CRAN.R-project.org/package=gclus},
}


@Manual{R-ggplot2,
  title = {ggplot2: Create Elegant Data Visualisations Using the Grammar of Graphics},
  author = {Hadley Wickham and Winston Chang and Lionel Henry and Thomas Lin Pedersen and Kohske Takahashi and Claus Wilke and Kara Woo},
  year = {2019},
  note = {R package version 3.1.1},
  url = {https://CRAN.R-project.org/package=ggplot2},
}
@Manual{R-inspectdf,
  title = {inspectdf: Inspection, Comparison and Visualisation of Data Frames},
  author = {Alastair Rushworth},
  year = {2019},
  note = {R package version 0.0.2},
  url = {https://CRAN.R-project.org/package=inspectdf},
}
@Manual{R-knitr,
  title = {knitr: A General-Purpose Package for Dynamic Report Generation in R},
  author = {Yihui Xie},
  year = {2019},
  note = {R package version 1.22},
  url = {https://CRAN.R-project.org/package=knitr},
}
@Manual{R-lubridate,
  title = {lubridate: Make Dealing with Dates a Little Easier},
  author = {Vitalie Spinu and Garrett Grolemund and Hadley Wickham},
  year = {2018},
  note = {R package version 1.7.4},
  url = {https://CRAN.R-project.org/package=lubridate},
}
@Manual{R-purrr,
  title = {purrr: Functional Programming Tools},
  author = {Lionel Henry and Hadley Wickham},
  year = {2019},
  note = {R package version 0.3.2},
  url = {https://CRAN.R-project.org/package=purrr},
}
@Manual{R-readr,
  title = {readr: Read Rectangular Text Data},
  author = {Hadley Wickham and Jim Hester and Romain Francois},
  year = {2018},
  note = {R package version 1.3.1},
  url = {https://CRAN.R-project.org/package=readr},
}
@Manual{R-rio,
  title = {rio: A Swiss-Army Knife for Data I/O},
  author = {Chung-hong Chan and Thomas J. Leeper},
  year = {2018},
  note = {R package version 0.5.16},
  url = {https://CRAN.R-project.org/package=rio},
}
@Manual{R-seplyr,
  title = {seplyr: Improved Standard Evaluation Interfaces for Common Data
Manipulation Tasks},
  author = {John Mount},
  year = {2019},
  note = {R package version 0.8.3},
  url = {https://CRAN.R-project.org/package=seplyr},
}
@Manual{R-socviz,
  title = {socviz: Utility Functions and Data Sets for Data Visualization},
  author = {Kieran Healy},
  year = {2019},
  note = {R package version 1.0.0.9000},
  url = {https://github.com/kjhealy/socviz},
}
@Manual{R-stringr,
  title = {stringr: Simple, Consistent Wrappers for Common String Operations},
  author = {Hadley Wickham},
  year = {2019},
  note = {R package version 1.4.0},
  url = {https://CRAN.R-project.org/package=stringr},
}
@Manual{R-tibble,
  title = {tibble: Simple Data Frames},
  author = {Kirill M\"{u}ller and Hadley Wickham},
  year = {2019},
  note = {R package version 2.1.2},
  url = {https://CRAN.R-project.org/package=tibble},
}
@Manual{R-tidyr,
  title = {tidyr: Easily Tidy Data with 'spread()' and 'gather()' Functions},
  author = {Hadley Wickham and Lionel Henry},
  year = {2019},
  note = {R package version 0.8.3},
  url = {https://CRAN.R-project.org/package=tidyr},
}
@Manual{R-tidyverse,
  title = {tidyverse: Easily Install and Load the 'Tidyverse'},
  author = {Hadley Wickham},
  year = {2017},
  note = {R package version 1.2.1},
  url = {https://CRAN.R-project.org/package=tidyverse},
}
@Manual{R-wrapr,
  title = {wrapr: Wrap R Tools for Debugging and Parametric Programming},
  author = {John Mount and Nina Zumel},
  year = {2019},
  note = {R package version 1.8.7},
  url = {https://CRAN.R-project.org/package=wrapr},
}

@misc{bryan2018,
  author       = {Jenny Bryan},
  title        = {{Happy Git and GitHub for the useR}},
  year         = {2018},
  url          = {http://happygitwithr.com/},
}

@online{bryan2017,
  author       = {Jenny Bryan},
  title        = {{LOTR repository}},
  year         = {2017},
  url          = {https://tinyurl.com/yymov93f},
  urldate      = {2017-09-17},
}

@article{2018Cass,
  author       = {Stephen Cass},
  title        = {{The 2018 top programming languages}},
  journal      = {IEEE Spectrum},
  year         = {2018},
  month        = {July 31},
  volume       = {},
  number       = {},
  pages        = {},
  url          = {https://tinyurl.com/ya9nbejt},
}

@book{cleveland1993,
  author       = {William S. Cleveland},
  title        = {{The Elements of Graphing Data}},
  publisher    = {Hobart Press},
  year         = {1994},
  address      = {Summit, NJ},
}

@book{cleveland1994,
  author       = {William S. Cleveland},
  title        = {{Visualizing Data}},
  publisher    = {Hobart Press},
  year         = {1993},
  address      = {Summit, NJ},
}

@incollection{bonstable2017,
  author       = {Catherine Constable},
  title        = {{Color: Essential, useful, or superfluous?}},
  booktitle    = {{Ch 1: Graphical rhetoric}},
  publisher    = {Course notes for {SIO} 223{A} {G}eophysical Data Analysis},
  year         = {2017},
  chapter      = {1},
  pages        = {14--17},
  url          = {https://tinyurl.com/y5rxnzua},
}

@manual{cranweb,
  title        = {{The Comprehensive R Archive Network}},
  author       = {},
  year         = {2018-04-22},
  url          = {https://cran.r-project.org/},
}

@incollection{doumont2009,
  author       = {Jean-luc Doumont},
  title        = {{Designing the graph}},
  booktitle    = {{Trees, maps, and theorems: Effective communication for rational minds}},
  edition      = {2},
  publisher    = {Principiae},
  year         = {2009},
  pages        = {133--143},
  address      = {Kraainem, Belgium},
}

@book{doumont2009book,
  author       = {Jean-luc Doumont},
  title        = {{Trees, maps, and theorems: Effective communication for rational minds}},
  edition      = {2},
  publisher    = {Principiae},
  year         = {2009},
  address      = {Kraainem, Belgium},
}

@Manual{R-dplyr,
  title = {dplyr: A Grammar of Data Manipulation},
  author = {Hadley Wickham and Romain Fran\c{c}ois and Lionel Henry and Kirill M\"{u}ller},
  year = {2019},
  note = {R package version 0.8.1},
  url = {https://CRAN.R-project.org/package=dplyr},
}

@article{draggaVoss2001,
  author       = {Sam Dragga and Dan Voss},
  title        = {{Cruel pies: The inhumanity of technical illustrations}},
  journal      = {Technical Communication},
  year         = {2001},
  volume       = {48},
  number       = {3},
  pages        = {265--274},
  month        = {8},
}

@book{evergreen2017,
  author       = {Stephanie D. H. Evergreen},
  title        = {{Effective Data Visualization: The Right Chart for the Right Data}},
  publisher    = {Sage},
  year         = {2017},
}

@incollection{few2012,
  author       = {Stephen Few},
  title        = {{Differing roles of tables and graphs}},
  booktitle    = {{Show me the numbers: Designing tables and graphs to enlighten}},
  edition      = {2},
  publisher    = {Analytics Press},
  year         = {2012},
  chapter      = {3},
  pages        = {39--51},
  address      = {Burlingame, CA},
}

@book{gandrud2014,
  author       = {Christopher Gandrud},
  title        = {{Reproducible Research with R and RStudio}},
  year         = {2014},
  publisher    = {CRC Press, Taylor \& Francis Group},
}

@misc{ihaka2007,
  author       = {Ross Ihaka},
  title        = {{Statistics 787 Lecture slides}},
  year         = {2007},
}

@book{kabacoff2015,
  author       = {Robert Kabacoff},
  title        = {{R in Action: Data Analysis and Graphics with R, 2/e}},
  year         = {2015},
  publisher    = {Manning Publications Co.},
}

@online{knaflic2012,
  author       = {Cole Nussbaumer Knaflic},
  title        = {{So what?}},
  publisher    = {{Storytelling with data}},
  year         = {2012},
  url          = {https://tinyurl.com/yxfa97hn},
  urldate      = {2017-08-28},
}

@article{kostelnick1998,
  author       = {Charles Kostelnick},
  title        = {{Conflicting standards for designing data displays: Following, flouting, and reconciling them}},
  journal      = {Technical Communication},
  year         = {1998},
  volume       = {45},
  number       = {4},
  pages        = {473--482},
  month        = {11},
  address      = {Arlington, VA},
}

@article{kostelnick2007,
  author       = {Charles Kostelnick},
  title        = {{The visual rhetoric of data displays: The conundrum of clarity}},
  journal      = {IEEE Transactions on Professional Communication},
  year         = {2007},
  volume       = {50},
  number       = {2},
  pages        = {280-294},
  month        = {12},
}

@book{kostelnickhassett2003,
  author       = {Charles Kostelnick and Michael Hassett},
  title        = {{Shaping Information: The Rhetoric of Visual Conventions}},
  publisher    = {Southern Illinois University},
  year         = {2003},
}

@inproceedings{layton2009,
  author       = {Richard Layton and Susan Lord and Matthew Ohland},
  title        = {{Reasoning about categorical data: Multiway plots as useful research tools}},
  booktitle    = {ASEE Annual Conference},
  year         = {2009},
  address      = {Austin, TX},
  month        = {June},
}

@manual{midfieldr_github,
  title        = {{midfieldr: R tools for investigating longitudinal US student     record data}},
  author       = {},
  year         = {},
  url          = {https://midfieldr.github.io/midfieldr/},
  note         = {expected release 2018-07}
}

@manual{Mount:2019:tidy-data,
  author       = {John Mount},
  year         = {2019},
  title        = {{What is "Tidy Data"?}},
  organization = {{Win Vector LLC}},
  address      = {},
  url          = {http://www.win-vector.com/blog/2019/05/what-is-tidy-data/},
}

@article{2016ohlandlong,
  author       = {Matthew Ohland and Russell Long},
  title        = {{The Multiple-Institution Database For Investigating Engineering Longitudinal Development: An Experiential Case Study of Data Sharing and Reuse}},
  journal      = {Advances in Engng Educ},
  year         = {2016},
  month        = {June},
  volume       = {5},
  number       = {2},
  pages        = {},
}

@manual{2018rcoreteam,
  title        = {{R: A language and environment for statistical computing}},
  author       = {{R Core Team}},
  organization = {R Foundation for Statistical Computing},
  address      = {Vienna, Austria},
  year         = {2018},
  url          = {https://www.R-project.org/},
}

@misc{RLadiesSydney:2018:Lesson1,
  author       = {Jenny Richmond},
  title        = {{Basic Basics Lesson 1: An opinionated tour of RStudio}},
  year         = {2018},
  url          = {https://youtu.be/kfcX5DEMAp4},
}

@manual{2016rstudio,
  title        = {{RStudio: Integrated Development Environment for R}},
  author       = {{RStudio Team}},
  organization = {RStudio, Inc.},
  address      = {Boston, MA},
  year         = {2016},
  url          = {http://www.rstudio.com/},
  }

@book{robbins2013,
  author    	 = {Naomi Robbins},
  title     	 = {{Creating More Effective Graphs}},
  year      	 = {2013},
  publisher  	 = {Chart House},
}

@inproceedings{spence2006,
  author       = {Ian Spence},
  title        = {{William Playfair and the psychology of graphs}},
  booktitle    = {IEEE Transactions on Professional Communication},
  year         = {2006},
  pages        = {2426--2436},
  address      = {Alexandria, VA},
  organization = {American Statistical Association, section on statistical graphics},
}

@book{Tukey:1977,
  author       = {John W. Tukey},
  year         = {1977},
  title        = {{Exploratory Data Analysis}},
  edition      = {},
  publisher    = {Pearson},
  address      = {},
  url          = {},
}

@incollection{tufte1997,
  author       = {Edward Tufte},
  title        = {{The decision to launch the space shuttle Challenger}},
  booktitle    = {{Visual and statistical thinking: {D}isplays of evidence for making decisions}},
  publisher    = {Graphics Press},
  year         = {1997},
  pages        = {16--31},
  address      = {Cheshire, CT},
}

@book{Tufte1983,
  author       = {Edward Tufte},
  title        = {{The Visual Display of Quantitative Information}},
  year         = {1983},
  publisher    = {Graphics Press},
}

@book{Tufte1997,
  author       = {Edward Tufte},
  title        = {Visual Explanations}},
  year         = {1997},
  publisher    = {Graphics Press},
}

@book{Tukey1977,
	author       = {John Tukey},
	title        = {{Exploratory Data Analysis}},
	year         = {1977},
	publisher    = {Pearson},
}

@book{unwin2015,
  author       = {Antony Unwin},
  title        = {{Graphical Data Analysis with R}},
  publisher    = {CRC Press, Taylor \& Francis},
  year         = {2015},
}

@book{Wainer1997,
  author       = {Howard Wainer},
  title        = {{Visual Revelations: Graphical Tales of Fate and Deception From Napoleon Bonaparte To Ross Perot}},
  year         = {1997},
  publisher    = {Copernicus},
}

@incollection{wainer2000,
  author       = {Howard Wainer},
  title        = {{Graphical failures: How to display data badly}},
  booktitle    = {{Visual revelations: Graphical tales of fate and deception from Napoleon Bonaparte To Ross Perot}},
  publisher    = {Psychology Press},
  year         = {2000},
  pages        = {11--40},
  address      = {Mahwah, NJ},
  chapter      = {1},
}

@book{Wainer2014,
  author       = {Howard Wainer},
  title        = {{Medical Illuminations: Using Evidence, Visualization, and Statistical Thinking to Improve Healthcare}},
  year         = {2014},
  publisher    = {Oxford},
}

@article{Wickham:2014:tidydata,
  author  = {Hadley Wickham},
  year    = {2014},
  title   = {{Tidy Data}},
  journal = {Journal of Statistical Software},
  volume  = {59},
  number  = {10},
   pages  = {1--23},
   doi    = {10.18637/jss.v059.i10},
   url    = {https://www.jstatsoft.org/v059/i10},
}

@book{wickham2014advanced,
  title        = {{Advanced R}},
  author       = {Hadley Wickham},
  isbn         = {9781466586963},
  lccn         = {2012278240},
  series       = {Chapman \& Hall/CRC The R Series},
  year         = {2014},
  publisher    = {Taylor \& Francis},
}

@book{wickhamgrolemund2016,
  author    	 = {Hadley Wickham and Garrett Grolemund},
  title     	 = {{R for Data Science}},
  year      	 = {2016},
  publisher 	 = {O'Reilly Media, Inc.},
  address      = {Sebastopol, CA}
}

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