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Merge pull request #546 from RicCampbell/issue-526-fixes
Some issue 526 fixes
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episodes/03-dplyr.Rmd

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`help(package = "package_name")`.
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To learn more about **`dplyr`** after the workshop, you may want to check out this
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[handy data transformation with **`dplyr`** cheatsheet](https://raw.githubusercontent.com/rstudio/cheatsheets/main/data-transformation.pdf).
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[handy data transformation with **`dplyr`** cheatsheet](https://github.com/rstudio/cheatsheets/blob/main/data-transformation.pdf).
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::::::::::::::::::::::::::::::::::::::::: callout
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episodes/04-tidyr.Rmd

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convert between different data formats (long vs. wide) for plotting and analysis.
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To learn more about **`tidyr`** after the workshop, you may want to check out this
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[handy data tidying with **`tidyr`**
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cheatsheet](https://raw.githubusercontent.com/rstudio/cheatsheets/main/tidyr.pdf).
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cheatsheet](https://github.com/rstudio/cheatsheets/blob/main/tidyr.pdf).
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To make sure everyone will use the same dataset for this lesson, we'll read
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again the SAFI dataset that we downloaded earlier.

episodes/05-ggplot2.Rmd

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## Customization
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Take a look at the [**`ggplot2`** cheat
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sheet](https://raw.githubusercontent.com/rstudio/cheatsheets/main/data-visualization.pdf),
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sheet](https://github.com/rstudio/cheatsheets/blob/main/data-visualization-2.1.pdf),
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and think of ways you could improve the plot.
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Now, let's change names of axes to something more informative than 'village' and
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With all of this information in hand, please take another five minutes to
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either improve one of the plots generated in this exercise or create a
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beautiful graph of your own. Use the RStudio [**`ggplot2`** cheat sheet](https://raw.githubusercontent.com/rstudio/cheatsheets/main/data-visualization.pdf)
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beautiful graph of your own. Use the RStudio [**`ggplot2`** cheat sheet](https://github.com/rstudio/cheatsheets/blob/main/data-visualization-2.1.pdf)
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for inspiration. Here are some ideas:
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- See if you can make the bars white with black outline.

episodes/06-rmarkdown.Rmd

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- [Markdown tutorial](https://commonmark.org/help/tutorial/)
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- [R Markdown: The Definitive Guide](https://bookdown.org/yihui/rmarkdown/) (book by Rstudio team)
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- [Reproducible Reporting](https://www.rstudio.com/resources/webinars/reproducible-reporting/)
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- [The Ecosystem of R Markdown](https://www.rstudio.com/resources/webinars/the-ecosystem-of-r-markdown/)
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- [Introducing Bookdown](https://www.rstudio.com/resources/webinars/introducing-bookdown/)
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:::::::::::::::::::::::::::::::::::::::: keypoints

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