Hello Examples
We revisit the four perspectives on data visualization from our first lecture and use them to analyze some demonstrative examples. These are the types of things you'll be able to build by the end of the course!
Lesson Table of Contents
Video
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Links
Links which may be helpful to complete this lesson:
Written materials
In addition to the video, you may also
download slides from this lesson.
Exercise
Find a visualization from your daily life or from the news. What do you think the piece's intended message is? How does the author convey this message? Write 4 - 8 sentences with your answers.
Note that the Zulip community is not available to this MOOC. Please consider sharing your exercise via social media such as Bluesky with the tag #OpenDataVizSciCourse.
Reading
We will look at open source and licensing. This will be important to understand how to use existing open source tools and how to make new ones. Please review Winslow 2019 followed by Harris 2013.
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Works cited
This is the works cited from the lecture. Note that additional sources may be used in exercises and other supporting documentation.
- G. Aisch, A. Cox, and K. Quealy, "You Draw It: How Family Income Predicts Children's College Chances." The New York Times Company, May 28, 2015. Available: https://www.nytimes.com/interactive/2015/05/28/upshot/you-draw-it-how-family-income-affects-childrens-college-chances.html
- R. Binx, "Vortex." 2015. Available: https://rachelbinx.com/data-visualization/vortex
- R. Binx, "Designing for Realtime Spacecraft Operations." BocoupLLC, Apr. 2016. Available: https://www.youtube.com/watch?v=HuYKhSHcRSQ
- J. Harris, "We Feel Fine." YouTube, Dec. 2009. Available: https://www.youtube.com/watch?v=vi8WrnWNSzU
- W. S. Cleveland and R. McGill, "Graphical Perception: Theory, Experimentation, and Application to the Development of Graphical Methods," Journal of the American Statistical Association, vol. 79, no. 387, pp. 531–554, Sep. 1984, doi: 10.1080/01621459.1984.10478080.
- Flipflops, "I feel… everything." Flipflops.org, Oct. 2007. Available: https://www.flipflops.org/category/thoughtful/page/2/
- V. Hart and N. Case, "Parable of the Polygons." Nicky Case, 2022. Available: https://ncase.me/polygons/
- Isle Royale National Park MIchigan, "Wolf & Moose Populations." National Parks Service, Mar. 29, 2024. Available: https://www.nps.gov/isro/learn/nature/wolf-moose-populations.htm
- S. D. Kamvar and J. Harris, "We feel fine and searching the emotional web," in Proceedings of the fourth ACM international conference on Web search and data mining, Hong Kong China: ACM, Feb. 2011, pp. 117–126. doi: 10.1145/1935826.1935854.
- A. KIRK, DATA VISUALISATION: a handbook for data driven design. S.l.: SAGE PUBLICATIONS, 2024.
- A. Kirk, "Visualizing Data." Visualising Data Ltd, 2024. Available: https://visualisingdata.com/
- T. Munzner, "A Nested Model for Visualization Design and Validation," IEEE Trans. Visual. Comput. Graphics, vol. 15, no. 6, pp. 921–928, Nov. 2009, doi: 10.1109/TVCG.2009.111.
- T. Munzner, "Visualization Analysis and Design." AK Peters Visualization Series, 2014. Available: https://books.apple.com/us/book/visualization-analysis-and-design/id1567434451
- T. Munzner, Visualization analysis and design. in A.K. Peters visualization series. Boca Raton: CRC Press, Taylor & Francis Group, CRC Press is an imprint of the Taylor & Francis Group, an informa business, 2015.
- T. Munzner, "Task Abstraction (Ch 3), Visualization Analysis & Design, 2021." YouTube, 2021. Available: https://www.youtube.com/watch?v=pHljd-cgICY
- M. Nix, Visual simplexity: die Darstellung großer Datenmengen. Frankfurt am Main: entwickler.press, 2013.
- K. Rees, Periscopic, "U.S. Gun Deaths." Periscopic, 2018. Available: https://guns.periscopic.com/
- A. Pottinger, "FoodSim: San Francisco." 2023. Available: https://foodsimsf.com/
- A. Pottinger, "Income Gaps." 2023. Available: https://incomegaps.com/
- A. Pottinger, "Interactive Data Science." 2024. Available: https://interactivedatascience.courses/
- A. S. Pottinger et al., "Combining Game Design and Data Visualization to Inform Plastics Policy: Fostering Collaboration between Science, Decision-Makers, and Artificial Intelligence," 2023, arXiv. doi: 10.48550/ARXIV.2312.11359.
- A. Pottinger, L. Connor, B. Guzder-Williams, M. Weltman-Fahs, N. Gondek, and T. Bowles, "Climate-driven doubling of U.S. maize loss probability: Interactive simulation with neural network Monte Carlo," JDSSV, 2025. doi: 10.52933/jdssv.v5i3.134
- A. S. Pottinger and G. Zarpellon, "Pyafscgap.org: Open source multi-modal Python-basedtools for NOAA AFSC RACE GAP," JOSS, vol. 8, no. 86, p. 5593, Jun. 2023, doi: 10.21105/joss.05593.
- J. N. Rooney-Varga, F. Kapmeier, J. D. Sterman, A. P. Jones, M. Putko, and K. Rath, "The Climate Action Simulation," Simulation & Gaming, vol. 51, no. 2, pp. 114–140, Apr. 2020, doi: 10.1177/1046878119890643.
- J. Schell, The art of game design: a book of lenses, Third edition. Boca Raton: CRC Press/Taylor & Francis Group, 2020.
- J. Snow, On the mode of communication of cholera. London: John Churchill, 1855. Available: https://archive.org/details/b28985266/page/n57/mode/2up
- J. Stasko, C. Gorg, Z. Liu, and K. Singhal, "Jigsaw: Supporting Investigative Analysis through Interactive Visualization," in 2007 IEEE Symposium on Visual Analytics Science and Technology, Sacramento, CA, USA: IEEE, Oct. 2007, pp. 131–138. doi: 10.1109/VAST.2007.4389006.
- The Document Foundation, LibreOffice. (2024). The Document Foundation.
- ThoughtLab, The Wendy and Eric Schmidt Center for Data Science and Environment, and Benioff Ocean Science Laboratory, "A Treaty to End Plastic Pollution. Forever." University of California, 2023. Available: https://plasticstreaty.berkeley.edu/
- B. Victor, "Inventing on Principle." CUSEC, 2012. Available: https://www.youtube.com/watch?v=PUv66718DII
- B. Victor, "Media for Thinking the Unthinkable." MIT Media Lab, Apr. 04, 2013. Available: https://vimeo.com/67076984
- Visual Computing BLOG, "Tamara Munzner discussed quantification in terms of a nested model of visualization design and evaluation." Transregional Collaborative Research Center. Available: https://www.visual-computing.org/2018/10/17/computerscienceconferenceweek/201810_conferenceweek_munzner-2/
- C. Ware, "Colin Ware | The Data Visualzation Research Lab." University of New Hampshire. Available: https://ccom.unh.edu/vislab/people/colin_ware/
- C. Ware, Information visualization: perception for design, Fourth edition. Cambridge, MA: Morgan Kaufmann, 2021.
- Wikipedia Contributors, "Snow-cholera-map-1.jpg." Wikimedia Foundation, Inc., 2020. Available: https://en.wikipedia.org/wiki/File:Snow-cholera-map-1.jpg
- Wikipedia Contributors, "Bret Victor." Wikimedia Foundation, Inc., Jun. 22, 2023. Available: https://en.wikipedia.org/wiki/Bret_Victor
- Wikipedia Contributors, "Star Wars: Galaxy’s Edge." Wikimedia Foundation, Inc., Sep. 21, 2024. Available: https://en.wikipedia.org/wiki/Star_Wars:_Galaxy%27s_Edge
- Wikipedia Contributors, "It’s a Small World." Wikimedia Foundation, Inc., Sep. 24, 2024. Available: https://en.wikipedia.org/wiki/It%27s_a_Small_World
- N. Yee, "Motivations for Play in Online Games," CyberPsychology & Behavior, vol. 9, no. 6, pp. 772–775, Dec. 2006, doi: 10.1089/cpb.2006.9.772.
- J. Harris and S. Kavar, "We Feel Fine." We Feel Fine., 2006. Available: http://www.wefeelfine.org and https://jjh.org/we-feel-fine.
- J. Harris, "The Web’s Secret Stories." TED Conference., 2007. Available: https://youtu.be/zAvNlh2Z0GI?feature=shared.
- Thanks to https://unsplash.com/photos/DHl49oyrn7Y
