Explore the Dataverse

Dataverse Project

Research projects

Funded research the Dataverse team leads or co-leads, beyond maintaining the software. Each project publishes its results openly and feeds back into the platform.

  • Trusted Data CollaborationGoogle, NYU, UNC-Chapel Hill · 2025–A standards-compliant framework for surfacing community-defined trust signals on open data: trusted reviews, engagement, and automated trust indicators built into the Dataverse platform.

    OverviewProgressTech notes

  • Generalist Repository Ecosystem Initiative (GREI)NIH Office of Data Science Strategy · with Dryad, Figshare, Mendeley Data, OSF, Vivli, ZenodoMaking NIH-funded data easier to share, find and reuse across generalist repositories: common metadata, usage metrics, training, and the published use cases and data-sharing stories on this site.

    Use casesGREI community on Zenodo ↗

  • AI metadata enrichmentHarvard Data Science Initiative · DataCite · NIH GREI AI supplementFine-tuned open models that fill in missing keywords, subjects and geographic coverage for datasets, a knowledge graph over the whole Harvard Dataverse corpus, and the daily citation and usage figures shown on this site.

    How the numbers are producedPreprint ↗