Tools

Utilities to prepare and harmonize datasets for mapping and analysis of scientific domains.

Web of Science · Scopus · Others (More coming soon)

Clean, normalize, singularize and unify author/index keywords. Configure fuzzy threshold and inspect audit trails before exporting.

Coming soon

Web of Science · Web of Science · Others

Merge and deduplicate records across Scopus, Web of Science and other sources, aligning IDs and metadata.

Coming soon

Web of Science · Scopus · DOAJ · OpenAlex · MIAR · Others

Normalize journal titles/ISSNs against major sources to unify outlets across datasets.

Coming soon