Fair May 2026

Provide rich metadata to ensure search engines can index the content accurately. 2. Automate Reproducibility

List all processing steps used to clean or transform your data.

💡 : Making a paper FAIR is about ensuring that a machine can find, understand, and run your analysis without needing to contact you for help. Provide rich metadata to ensure search engines can

: Data should use common languages and vocabularies.

: Data and metadata should be retrievable via standard protocols. Provide rich metadata to ensure search engines can

Store your code in a searchable resource like GitHub or Zenodo. 3. Document Everything

: Data should have unique identifiers and rich metadata. Provide rich metadata to ensure search engines can

Use persistent identifiers (PIDs) for all datasets and software mentioned.