Data as of Aug 16, 2026 · Based on 3,131,739 AI responses across 10,525 prompts · See how Parse measures this
OpenRefineopenrefine.orgOpenRefine is a free, open-source tool for cleaning messy data, transforming it between formats, and extending it with web services and external data. It offers features such as faceting, clustering, reconciliation, and infinite undo/redo, and runs on the user's machine to protect privacy. The project aims to empower people to work with data and contribute to Wikidata/Wikibase, backed by a community and comprehensive documentation.
Tone of voice
79% of how AI describes OpenRefine reads positive.
Words AI uses
AI reaches for open-source · powerful · free when it describes OpenRefine.
Sources
en.wikipedia.org shapes more of what AI says about OpenRefine than any other source, at 16% of its citations.
numerous.ai · openrefine.org · domo.com · techrepublic.com
The market map
AI Data Cleaning & Preparation Tools →Excerpts where OpenRefine appeared in the AI's answer
OpenRefine (with AI/Clustering extensions): Best for heavy text-cleaning and local privacy.
OpenRefine (with AI/Clustering extensions) — Best Free / Open-Source Option.
Excerpts where OpenRefine appeared in the AI's answer
OpenRefine (formerly Google Refine) - A powerful, open-source tool for working with messy data, featuring clustering algorithms and extensions that integrate with AI/APIs for advanced transformation and reconciliation.
OpenRefine — Best open-source option for hands-on text clustering and faceting
Excerpts where OpenRefine appeared in the AI's answer
OpenRefine — A powerful, open-source desktop tool best suited for ad-hoc, exceptionally messy tabular/text datasets
OpenRefine is a powerful, free, open-source desktop tool tailored for hands-on, messy tabular data cleanup using clustering and faceting algorithms, though it requires a more technical, hands-on approach.
