Reddit reviews Semiology of Graphics: Diagrams, Networks, Maps
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Used Book in Good Condition
The "bible" is "The Grammar of Graphics" by Leland Wilkinson. (link to amazon). The "gg" of ggplot2 stands for grammar of graphics.
Then we go into other books, resources that help with actually showing visualizations:
Then we can look at the "Table of Elements of Data Visualization":
Then, we can look at some blogs to help you see what works and doesn't work:
Finally, some blog posts about other people in data visualization that you can learn from:
This is just a sampling of my Amazon list, but:
Every so often I try and pick up a couple books, even just for reference sake. Sometimes its a photo book, sometimes its a reference guide, doesn't really matter so long as you can see some principles within applying to your craft.
If you're looking for a practical text that stays focused on data visualization I'd recommend William Cleveland's Elements of Graphing Data. Unlike Tufte, Cleveland wasn't focused on aesthetics, but that made his books far more focused on categorizing and solving data analysis and visualization problems.
If you want to go deep into the theoretical side of information design check out Bertin's Semiology of Graphics. It's a challenging text that takes time to digest, but read this and you'll have a much deeper understanding of how people will perceive visual data of all types.
Good start. Still far away from encyclopedia. This is the reference: https://www.amazon.com/Information-Graphics-Comprehensive-Illustrated-Reference-ebook/dp/B00VQVNUWM/
This is the approach:
https://www.amazon.com/Semiology-Graphics-Diagrams-Networks-Maps/dp/1589482611/
So come on, continue to make it the encyclopedia of old stuff. Then add new. Especially from big data, molecular biology and genomics.
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Not an online resource, but you may want to hunt down these books (check out your local/university library):
add all the books by edward tufte! and also semiology of graphics by jacques bertin, modern typography by kinross,
elements of typographics tyle by bringhurst, man there's quite a lot of basics missing here :)as others come to mind I'll add them here, unfortunately I don't have my books with me at the moment
EDIT: The two dataflow one two books are pretty interesting as well, Information graphics by Robert Harris
Or you can just read his PhD thesis, Computational Information Design, which covers pretty much all of the same conceptual topics but doesn't go into the technical aspects of project development as much. Other essential reading would be Semiology of Graphics by Jacques Bertin, The Visual Display of Quantitative Information by Edward Tufte, and Visual Complexity by Manuel Lima.