2.1 KiB
Scoping Review: Inequalities on the Labour Market
This repository contains all data, modelling and processing source code and the complete textual content to reproduce the scoping review study. The most up-to-date version of this repository can always be found here.
Raw references, extracted and processed data can all be found in the data/ directory:
Reference data include the unmodified database queries using the scoping review search terms,
and the bibtex file produced by Zotero after tagging and sorting in a Zotero library, ready to be re-imported into the application.
Extracted data include the fully extracted studies which make up the main sample for the review.
Processed data are ready to import into a dataframe or visualize in a report.
All full texts and visualization code reside in the manuscripts/ directory.
The full working paper text and code can be found in the scoping_review.qmd file.
The full article text can be found in the article.qmd file.
They both make use of supplementary extraction and processing code which resides in the src/ directory,
mainly to load processed data from the data/ directory and turn it into .csv data,
as well as pre-processing for visualization and validity ranking within the study.
Execution and Reproduction
To reproduce the content herein, there are 3 requirements:
- Python (minimum version 3.11)
- Poetry package manager
- Quarto publishing system
Once you have all required software to install all necessary package dependencies, invoke poetry from the main repository directory:
poetry install
Now, by invoking make the project can be rendered:
make
Make will by default extract the processed data and use it to render the full project into a pdf, an html and a docx version of the review, which are deposited in the outputs/ directory.
You can invoke any of the extract, render, release steps manually instead by executing e.g. make extract.