Made as simple as possible, but not simpler.
Is an Ontology 'better' than a Relational Data Model?
Is an ontology “better” than a relational data model? “More expressive power” doesn’t always mean “better”.
Leave Beacons in Code
Leave beacons in your code. I would have avoided a silly error if a variable named xgb_train_data would have been named, for example, xgb_train_data_filepath instead.
CFF for Machine-Actionable Software Citations
Add a CITATION.cff file to your git repository. The Citation File Format is automatically rendered on GitHub and usable by Zenodo and Zotero.
PageRank of Linked Open Vocabularies (LOV)
Datasets are easier to reuse if they use standards that are well-established, particularly in a given domain.