Resources for computational research
Math and science
Brilliant.org
Brilliant | Learn interactively
Brilliant offers guided problem-solving based courses in math, science, and engineering, based on National Science Foundation research supporting active learning.[15]
Additionally, Brilliant publishes challenging problems in math and science each week from problems written by members of their community.[3] Brilliant also maintains an interactive, community-written math and science wiki. In 2016, The Atlantic reported that “some of the most recognizable companies in the tech industry regularly prospect” on Brilliant.[13]
CEDRR has free access through "For Classrooms" programme. Contact Tomáš Hampejs for this access.
(Data) Visualisation
Data storytelling through visualization is crucial because it transforms complex things which are inaccessible or hardly accessible into something we can more easily grasp - something we can see.
By combining data with visuals, such as graphs, charts, and maps, we can 1) either effectively explore or 2) effectively communicate patterns, trends, and outliers that might otherwise go unnoticed. This approach not only makes data more accessible and understandable to a wider audience but also enhances decision-making by providing a compelling narrative that connects the data to real-world implications.
Inspirational videos
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The best stats you've ever seen, Hans Rosling, https://www.youtube.com/watch?v=usdJgEwMinM)
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Hans Rosling is, for many, a founder of "data storytelling" ...
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| The beauty of data visualization (David McCandless), 2012, https://www.youtube.com/watch?v=5Zg-C8AAIGg | Data journalism, "Dataset should change your mindset" |
| Turning Bad Charts into Compelling Data Stories, Dominic Bohan | TEDxYouth@Singapore, 2019, https://www.youtube.com/watch?v=edAf1jx1wh8 | There are better and worse ways how to visualize ... |
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The Evolution Of Data Visualization | Dustin Cabral | TEDxBryantU, 2023, https://www.youtube.com/watch?v=sOJet45-kcY
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A everyday life can be transformed to data and visuals ... |
Lectures
Basic principles of data visualization in academic practice (Tomáš Marek, KISK), 2021, https://medial.phil.muni.cz/Play/12136
- Visual representations of data are powerful tools of scholarly communication. However, extensive research shows that they are not always used with sufficient functionality. This lecture and follow-up workshop will focus on the basic principles and rules of data visualization and its application. The lesson will focus on data visualization foundations and concepts, such as data-ink ratio, chartjunk or memorability. We will dive shortly into relevant cognitive science topics, such as pre-attentive processing or memory.
Books
| Yau, N. (2024) Visualize This: the flowingdata guide to design, visualization, and statistics second edition. 2nd edn. Indianapolis: John Wiley and Sons. https://flowingdata.com/visualize-this/ |
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Few, S. (2012) Show Me the Numbers: Designing Tables and Graphs to Enlighten. Second edition. Burlingame, Calif: Analytics Press.
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Knaflic, C.N. (2015) Storytelling with Data: A Data Visualization Guide for Business Professionals. 1st edition. Hoboken, New Jersey: Wiley.
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Schwabish, J. (2021) Better Data Visualizations: A Guide for Scholars, Researchers, and Wonks. New York: Columbia University Press.
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Other resources
Datová žurnalistika Českého Rozhlasu, https://www.irozhlas.cz/zpravy-tag/datova-zurnalistika
Datacamp