Reproducibility Checklist

Use this checklist to ensure the project can be independently reproduced.

• All raw data sources are documented or provided (where legally/ethically permitted).
• Data cleaning and preprocessing scripts are included and documented.
• The computational environment (e.g., packages, versions) is documented.
• All analysis scripts are included and use relative paths.
• Random seeds are set where stochastic processes are used.
• Instructions for running the analysis pipeline from start to finish are clear.