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This is a minimal example of a book based on R Markdown and **bookdown** (https://github.com/rstudio/bookdown). Please see the page "Get Started" at https://bookdown.org/ for how to compile this example. |
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# Dataviz ressources |
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## books |
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[Interactive Data Visualization for the Web](http://shop.oreilly.com/product/0636920037316.do) , Scott Murray, O’Reilly (2017) |
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[Visualization Analysis and Design](http://www.amazon.com/Visualization-Analysis-Design-Peters-Series/dp/1466508914) , Tamara Munzner, CRC Press (2014) |
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[The Functional Art: An introduction to information graphics and visualization](http://www.amazon.com/The-Functional-Art-introduction-visualization/dp/0321834739/) , Alberto Cairo, New Riders (2012) |
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[Visual Thinking for Design](http://www.amazon.com/Visual-Thinking-Kaufmann-Interactive-Technologies/dp/0123708966) , Colin Ware, Morgan Kaufman (2008) |
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[Data Visualization](https://socviz.co) |
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[Fundamentals of Data Visualization](https://serialmentor.com/dataviz/) |
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## Cours |
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https://lyondataviz.github.io/teaching/lyon1-m2/2016/pdfs/1_introduction.pdf |
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[DataViz Cours Lyon1 M2 2018-2019](https://lyondataviz.github.io/teaching/lyon1-m2/2018/) |
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[Resources: InfoVis @ UBC CS](http://www.cs.ubc.ca/group/infovis/resources.shtml) |
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[Les données spatiales avec R](https://maeltheuliere.github.io/rspatial/creer-des-cartogrammes.html) |
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## Web |
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[WTF Visualizations](https://viz.wtf) |
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[deck.gl](https://deck.gl/#/) |
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[tuning ggplot themes](https://evamaerey.github.io/little_flipbooks_library/taming_themes_in_ggplot/taming_ggplot_themes.html#1) |
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https://data.world |
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[The Evolution of a ggplot (Ep. 1)-Cédric Scherer](https://cedricscherer.netlify.com/2019/05/17/the-evolution-of-a-ggplot-ep.-1/) |
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## Talks |
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### Dataveyes |
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[CAROLINE GOULARD & LUDOVIC RIFFAULT - OpenVis Conf 2018 - YouTube](https://www.youtube.com/watch?v=9aVUtluzvNE&feature=youtu.be) |
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https://www.linkedin.com/in/carolinegoulard/ |
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## Packages |
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ggpubr: publication ready plots |
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[‘ggplot2’ Based Publication Ready Plots • ggpubr](https://rpkgs.datanovia.com/ggpubr/) |
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## Programme |
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### Lundi |
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* Cours 1 |
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* Introduction visualisation : Quoi ? Pourquoi ? Qui ? Comment ? |
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* Types de datasets, types de données, sémantique, table data/autres |
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* Lab 1 |
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* RStudio |
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* ggplot2, grammar of graphics |
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### Mardi |
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#### Matin |
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* Cours 2 |
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* Perception: système visuel, marques et canaux, couleurs |
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* Abstraction de tache |
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* Lab 2 |
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* tidy data, wrangling |
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* ggplot2 |
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#### Après-midi |
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* Cours 3 |
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* Principes de design |
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* Visualisation de données tabulaires |
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* Lab 3 |
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* Presentation du projet |
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* Web scraping |
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* Recherche de dataset |
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### Mercredi |
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#### Matin |
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* Cours 4 |
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* Visualisation de données tabulaires |
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* Interaction |
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* Lab 4 |
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* tidy data |
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#### Après-midi |
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* Cours 5 |
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* Visualisation de données spatiales |
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* Lab 5 |
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* maps, leaflet |
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### Jeudi |
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#### Matin |
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* Cours 6 |
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* Visualisation de graphs |
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* Lab 6 |
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* networks |
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#### Après-midi |
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* Cours 7 |
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* Visualisation de texte |
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* Lab 7 |
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* tidy text, word embeddings, … |
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### Vendredi |
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#### Matin |
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* Cours 8 |
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* Visualisation de données temporelles |
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* Lab 8 |
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* séries temporelles |
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#### Après-midi |
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* Lab 9 |
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* projet |
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