Credits

Cover: Garry Killian/Shutterstock

Chapter 2, Figures 2.1a, 2.2, 2.4, 2.5, 2.6, 2.7: Screenshot of Mac © 2018 Apple Inc.

Chapter 2, Figure 2.1b: Screenshot of Git Bash © Software Freedom Conservancy, Inc.

Chapter 2, Table 2.1: Lagmonster

Chapter 3: “A version control system … reversibility, concurrency, and annotation”. Raymond, E. S. (2009). Understanding version-control systems. http://www.catb.org/esr/writings/versioncontrol/version-control.html

Chapter 3, Figures 3.1, 3.2, 3.3, 3.8: Screenshot of Mac © 2018 Apple Inc.

Chapter 3: “If you forget the -m option, git … happens to everyone”. Stack Overflow: Helping One Million Developers Exit Vim, David Robinson, Stack Exchange Inc.

Chapter 3, Figure 3.3: Freepik Company S.L.

Chapter 3, Figures 3.5, 3.6: Screenshot of GitHub’s web portal © 2018 GitHub Inc.

Chapter 4, Figures 4.1, 4.2: Screenshot of Markdown © 2002–2018 The Daring Fireball Company LLC

Chapter 5, Figures 5.1, 5.4, 5.5: Screenshot of Rstudio © 2018 Rstudio

Chapter 5, Figures 5.2, 5.3a: Screenshot of Mac © 2018 Apple Inc.

Chapter 5, Figure 5.3b: Screenshot of Git Bash © Software Freedom Conservancy, Inc.

Chapter 6, Table 6.1: Built-in Functions, Quick-R, Robert I. Kabacoff, Ph.D.

Chapter 6, Figure 6.1: Screenshot of Rstudio © 2018 Rstudio

Chapter 7, Figure 7.1: Screenshot of Rstudio © 2018 Rstudio

Chapter 8, Figure 8.1: Screenshot of Rstudio © 2018 Rstudio

Chapter 9, Table 9.1: Stevens, S. S. (1946). On the theory of scales of measurement. Science, 103(2684), 677–680. https://doi.org/10.1126/science.103.2684.677

Chapter 9, Figure 9.1: Screenshot of Rstudio © 2018 Rstudio

Chapter 9, Figure 9.2: City of Seattle, Land Use Permits: https://data.seattle.gov/Permitting/Land-Use-Permits/uyyd-8gak

Chapter 9, Figure 9.3: Screenshot of Treemaps © IHME

Chapter 10, Figures 10.1, 10.2, 10.3: Screenshot of Rstudio © 2018 Rstudio

Chapter 11, Figures 11.1, 11.3, 11.4, 11.5, 11.6, 11.8, 11.9, 11.10, 11.11, 11.13, 11.14: Screenshot of Rstudio © 2018 Rstudio

Chapter 11, Figures 11.2, 11.15: Screenshot of ggplot2 © Hadley Wickham

Chapter 11, Figure 11.12: SQL Joins, http://www.sql-join.com/sql-join-types/

Chapter 12, Figures 12.1, 12.2, 12.3, 12.5: Screenshot of Rstudio © 2018 Rstudio

Chapter 12, Figures 12.4, 12.6, 12.7: Screenshot of ggplot2 © Hadley Wickham

Chapter 13, Figures 13.3, 13.4, 13.5: Screenshot of SQLite Browser © DB Browser

Chapter 13, Figure 13.6: Screenshot of Rstudio © 2018 Rstudio

Chapter 14, Figures 14.3, 14.5, 14.6, 14.8, 14.9, 14.11: Screenshot of Rstudio © GitHub Inc.

Chapter 14, Figure 14.4: Screenshot of Mac © 2018 Apple Inc.

Chapter 14, Figure 14.7: Screenshot of JSON © JSON

Chapter 14, Figure 14.10: Screenshot of Yelp Fusion © 2004–2018 Yelp Inc.

Chapter 14, Figure 14.12: Google Inc.

Chapter 15: “The purpose of visualization is insight, not pictures”. Card, S. K., Mackinlay, J. D., & Shneiderman, B. (1999). Readings in information visualization: using vision to think. Morgan Kaufmann.

Chapter 15, Figures 15.11, 15.12, 15.13: Screenshot of Rstudio © 2018 Rstudio

Chapter 15, Figure 15.14: Screenshot of Treemaps © IHME

Chapter 15, Figures 15.15, 15.16: Screenshot of d3.js © 2017 Mike Bostock

Chapter 15, Figure 15.18: Screenshot of HSL Calculator © 1999-2018 by Refsnes Data

Chapter 15: “[perceptual] tasks that can be performed on large multi-element displays in less than 200 to 250 milliseconds”. Healey, C. G., & Enns, J. T. (2012). Attention and visual memory in visualization and computer graphics. IEEE Transactions on Visualization and Computer Graphics, 18(7), 1170–1188. https://doi.org/10.1109/TVCG.2011.127. Also at: https://www.csc2.ncsu.edu/

Chapter 15: “A set of facts is expressible in a visual language if the sentences (i.e. the visualizations) in the language express all the facts in the set of data, and only the facts in the data”. Mackinlay, J. (1986). Automating the Design of Graphical Presentations of Relational Information. ACM Trans. Graph., 5(2), 110–141. https://doi.org/10.1145/22949.22950. Restatement by Jeffrey Heer.

Chapter 16: “the data being plotted … data shown in different plots”. Wickham, H. (2010). A Layered Grammar of Graphics. Journal of Computational and Graphical Statistics, 19(1), 3–28. https://doi.org/10.1198/jcgs.2009.07098. Also at http://vita.had.co.nz/papers/layered-grammar.pdf

Chapter 16, Figures 16.1, 16.2, 16.18: Screenshot of Rstudio © 2018 Rstudio

Chapter 17, Figures 17.1, 17.8: Screenshot of Rstudio © 2018 Rstudio

Chapter 17, Figures 17.3, 17.4: Screenshot of Plotly chart © 2018 Plotly

Chapter 17, Figure 17.5: Screenshot of Bokeh chart © 2015 Anaconda

Chapter 17, Figure 17.6: Map of Seattle © OpenStreetMap contributors; map of Seattle © CARTO 2018

Chapter 17, Figure 17.7: Universities in Seattle © OpenStreetMap contributors; universities in Seattle © CARTO 2018

Chapter 17, Figures 17.10, 17.11: Map of permits © OpenStreetMap contributors ; Map of permits © CARTO 2018

Chapter 18, Figures 18.1, 18.2, 18.3, 18.4, 18.5, 18.8: Screenshot of R Markdown © 2018 Rstudio

Chapter 18: “Echo indicates whether you want … a code chunk like this.” Yihui Xie

Chapter 18, Figure 18.6: Screenshot of Knitr © Yihui Xie

Chapter 18, Figure 18.7: Screenshot of Rstudio © GitHub Inc.

Chapter 18, Figure 18.9: Life expectancy at birth, total (years) by The World Bank

Chapter 19, Figure 19.1: Screenshot of R Markdown © 2018 Rstudio; icons made by Freepik from www.flaticon.com are licensed by CC 3.0 BY.

Chapter 19, Figures 19.2, 19.3, 19.4, 19.8: Screenshot of R Markdown © 2018 Rstudio

Chapter 19, Figures 19.5, 19.6, 19.7: Screenshot of Shiny applications © 2018 Rstudio

Chapter 19, Figures 19.9, 19.10: Map of police Shooting © OpenStreetMap contributors; map of police Shooting © Stamen Design LLC

Chapter 20, Figures 20.1, 20.3: Screenshot of Mac © 2018 Apple Inc.

Chapter 20, Figures 20.5, 20.7: Screenshot of Git © Software Freedom Conservancy

Chapter 20, Figures 20.8, 20.9, 20.12, 20.13, 20.14: Screenshot of GitHub’s web portal © 2018 GitHub Inc.

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