Exploring Election and Census Highly Informative Data Nationally for Australia
The R package eechidna provides data from the 2013 and 2016 Australian Federal Elections and 2011 Australian Census for each House of Representatives electorate, along with some tools for visualizing and analysing the data.
This package was developed during the rOpenSci auunconf event in Brisbane, Queensland, during 21-22 April 2016, and updated during the 2017 rOpenSci auunconf event. Peter Ellis' work on the NZ electoral data was an important inspiration for this package.
How to install
You can install the latest release of the package from CRAN like this
Or you can install the development version from github, which may have some changes that are not yet on CRAN, using
devtools, like this:
devtools::install_github("ropenscilabs/eechidna", build_vignettes = TRUE) library(eechidna)
If you are using Linux, you may need some additional libraries for the mapping functions, you can get these with this line:
apt-get install libgdal-dev libgeos-dev -y
How to use
The most accessible and impressive part of this package is a highly interactive web app for exploring the election and census data together. This app uses the shiny framework, and can be run locally on your computer with the command
eechidna::launchApp(). There is a video demo of the app here: https://vimeo.com/167367369, here's a screenshot:
In addition to the app, the package consists of several datasets, including the 2011 Australian Census, the 2013 and 2016 Australian Federal Elections (House of Representatives), and shapefiles for all Australian electoral districts.
We have two vignettes that show how to access these data in the package, and demonstrate how to analyse the data using R:
- Exploring the 2013 Election data
- [Exploring the 2011 Census data] (https://cran.r-project.org/web/packages/eechidna/vignettes/exploring-census-data.html)
There are also two vignettes that demonstrate how to use the spatial data to make maps. Mapping election data for Australia is not trivial because of the extreme variation in electorate size. In these vignettes we show some methods for effectively visualising election data in Australia:
- Mapping Australia's Electorates
- Plotting Australia's Polling Stations
- Getting Oz Electorate shapefiles into shape
This package is free and open source software, licensed under GPL (>= 2).
Feedback, contributing, etc.
Please open and issue if you find something that doesn't work as expected or have questions or suggestions. Note that this project is released with a Guide to Contributing and a Contributor Code of Conduct. By participating in this project you agree to abide by its terms.
Thanks to Xiaoyue Cheng for her cartogram package which supplies the Dorling algorithm for this package. Thanks also to Andy Teucher for his rmapshaper package which has some key functions for working with shapefiles. Thanks to Scott Chamberlain and Yihui Xie for help with troubleshooting.