ggplot2-Intro-Workshop

KO | EN

gitlite — search

#javascript #python #hacktoberfest #react #ai #typescript #llm #go #golang #android #machine-learning #rust #deep-learning #linux

ggplot2-Intro-Workshop

(★ 8)

Workshop Materials - "Introduction to `ggplot2`" (with `data.table`)

ggplot2-Intro-Workshop Latest Version Download

Download Latest Version (.zip)

// repository documentation

Was this content helpful?

★ 0 (0 ratings)

# Workshop - Introduction to ggplot2

This approximately three hour workshop gives an introduction the
[`ggplot2`](https://ggplot2.tidyverse.org/) package for newcomers to the 
[R](https://www.r-project.org/). Participants are immediately taught to work with R 
markdown so that it becomes a natural part of their workflow.

## Target Audience

This is a beginner level course aimed at anyone who works with data and has at least 
some basic knowledge of R, e.g., see:

- [Getting Started in R](https://ilustat.com/shared/Getting-Started-in-R.pdf)

## Running the Workshop

- Use the workshop presentation (HTML):
    + https://github.com/saghirb/ggplot2-Intro-Workshop/tree/master/Presentation
- Share the following zip file with the participants:
    + [ggplot2-Intro.zip](https://github.com/saghirb/ggplot2-Intro-Workshop/blob/master/Share/ggplot2-Intro.zip)
    + Ask them to unzip it
    
## Presentation and Exercises

The presentation is in three part with three accompanying sets of exercises as follows:

- Exercise 1: Portugal
- Exercise 2: Europe
- Exercise 3: Gapminder plot

Start by presenting the basic `ggplot2` concepts using the HTML presentation referenced 
above. Before the participants start the first exercise show them how to use R markdown 
and go through the first part of "Exercise 1" with them, step by step.

When you get to each of the exercises in the presentation:

- Ask the participant to double click on `Exercises/ggplot2-Exercises.Rproj` from 
  the unzipped location to open  Rstudio with the right setup.
- Participants should then work through `Exercises/ggplot2-Exercises.Rmd`.
- Start by knitting the `Rmd` document.
    + As the start of the first Exercise ask the participants to change the name to 
    their name and knit again. This usually makes them smile.
  
  
> Note: Some participants might open the `Exercises/ggplot2-Exercises.Rproj` from within the zip archive which will lead to issues when knitting the `Exercises/ggplot2-Exercises.Rmd`. Double check that they unzipped the file first and opened `Exercises/ggplot2-Exercises.Rproj` from the unzipped location.

**During the exercises strongly encourage participants to discuss and work together in pairs.**
  
## At the End of the Course

- Share the solutions to the exercises (zip file)
    + https://github.com/saghirb/ggplot2-Intro-Workshop/raw/master/Share/ggplot2-Solutions.zip

## Re-creating the Workshop Materials.

Run the [_make.R](https://github.com/saghirb/ggplot2-Intro-Workshop/blob/master/_make.R) 
script in the R console.

## Why `ggplot2`?

It produces elegant graphics by design. It is very flexible allowing you to customise your
plots or add new features (via extensions) to the `ggplot2` ecosystem (see https://www.ggplot2-exts.org/gallery/).

`ggplot2` is an essential must have package your R tool kit. Be brave give it a go :)

For more information see [https://ggplot2.tidyverse.org/](https://ggplot2.tidyverse.org/)

## Workshops

First presented as part of a [Data Science Unplugged](https://dsup.org/) meetup:
 
- https://www.meetup.com/Data-Science-Unplugged/events/260241067/

## Annoucements

A reminder of annoucements for this repository.

- https://twitter.com/dsup_lx/status/1120346266704150528
- https://rweekly.org/2019-17.html#Resources

## Acknowledgements - `ggplot2`

Thanks to [Hadley Wickham](https://github.com/hadley) (author and maintainer) and his
co-authors Winston Chang, Lionel Henry, Thomas Lin Pedersen, Kohske Takahashi, 
Claus Wilke, Kara Woo and RStudio for this great package and many others too.

For a full list of contributors to the `ggplot2` package see
https://github.com/tidyverse/ggplot2/graphs/contributors.

ggplot2-Intro-Workshop

ggplot2-Intro-Workshop Latest Version Download

Today's picks

Was this content helpful?

Recent Feedback

ggplot2-Intro-Workshop

ggplot2-Intro-Workshop Latest Version Download

Today's picks

Was this content helpful?

Recent Feedback

Download README