co-analysis/csps2021-response-rate-tracker

Response rates for the 2021 Civil Service People Survey

CSPS 2021 Response Rate Tracker

This repo contains the code to generate, and the resulting webpage, of the high-level response rates for the 2021 Civil Service People Survey.

The data is processed in R, the site is built with Hugo using the govuk-hugo theme.

LICENCE

The R code in this repository (files under the R directory) are licensed under the MIT Licence, see R/LICENSE.

The content published in the output documents is published under the Open Government Licence v3.0.

Data

No data files are tracked in this repo - data should be stored on your local machine in the (R/data) folder and backed up to shared drive.

Dependencies

You will need:

• R
• The {qualtRics} package and set up your credentials for the Qualtrics API
• The {govukhugo} package

Workflow

1. If you need to re-process headcounts use the file 1_process_headcounts.R, this requires an export of the Qualtrics hierarchy to be stored in R/data/raw_hierarcy
2. Use the file 2_get_responses.R to download the latest response data, this will download raw output to R/data/qualtrics_raw and process the response rates to create a daily output of response rates by organisation and a a tally of overall responses by day.
3. Run govukhugo::build_hugo() to process the Rmarkdown and build the site.

If interactively processing the Rmd file you will need to manually set the data_dir variable in the conosle to ../data or R/data depending on how RStudio chooses to process the chunk you are working in.