Last updated: 2020-07-11

Checks: 2 0

Knit directory: requestival/

This reproducible R Markdown analysis was created with workflowr (version 1.6.2). The Checks tab describes the reproducibility checks that were applied when the results were created. The Past versions tab lists the development history.

Great! Since the R Markdown file has been committed to the Git repository, you know the exact version of the code that produced these results.

Great! You are using Git for version control. Tracking code development and connecting the code version to the results is critical for reproducibility.

The results in this page were generated with repository version 2f81680. See the Past versions tab to see a history of the changes made to the R Markdown and HTML files.

Note that you need to be careful to ensure that all relevant files for the analysis have been committed to Git prior to generating the results (you can use wflow_publish or wflow_git_commit). workflowr only checks the R Markdown file, but you know if there are other scripts or data files that it depends on. Below is the status of the Git repository when the results were generated:

Ignored files:
    Ignored:    .Rhistory
    Ignored:    .Rproj.user/
    Ignored:    code/_spotify_secrets.R
    Ignored:    data/.DS_Store
    Ignored:    data/raw/.DS_Store
    Ignored:    data/raw/requestival_24_files/
    Ignored:    data/raw/requestival_25_files/
    Ignored:    data/raw/requestival_26_files/
    Ignored:    data/raw/requestival_27_files/
    Ignored:    data/raw/requestival_28_files/
    Ignored:    data/raw/requestival_29_files/
    Ignored:    data/raw/requestival_30_files/
    Ignored:    data/raw/requestival_31_files/
    Ignored:    output/01-scraping.Rmd/
    Ignored:    output/02-tidying.Rmd/
    Ignored:    output/03-augmentation.Rmd/
    Ignored:    output/04-exploration.Rmd/
    Ignored:    output/05-embedding.Rmd/
    Ignored:    renv/library/
    Ignored:    renv/staging/

Note that any generated files, e.g. HTML, png, CSS, etc., are not included in this status report because it is ok for generated content to have uncommitted changes.

These are the previous versions of the repository in which changes were made to the R Markdown (analysis/index.Rmd) and HTML (docs/index.html) files. If you’ve configured a remote Git repository (see ?wflow_git_remote), click on the hyperlinks in the table below to view the files as they were in that past version.

File Version Author Date Message
Rmd 2f81680 Luke Zappia 2020-07-11 Update README
Rmd 1e70a60 Luke Zappia 2020-07-11 Add pages to index
Rmd aa43cf2 Luke Zappia 2020-05-29 Start workflowr project.

This website show some analysis of the songs played during triple j’s “Requestival”. A blog post describing the analysis and some of the highlights is available here. This website is divided into the following pages:

01 - Scraping

Scraping the data from HTML pages using the {rvest} package.

02 - Tidying

Tidying up some things in the dataset.

03 - Augmentation

Augmenting the dataset with information from Spotify using the {spotifyr} package.

04 - Exploration

Basic exploration of each of the variables in the dataset.

05 - Embedding

Embedding of the dataset using PCA and t-SNE.