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  1. OpenRefine

    OpenRefine is a powerful free, open source tool for working with messy data: cleaning it; transforming it from one format into another; and extending it with web services and external data.

  2. Video: Intro to OpenRefine for Data Cleaning and Reconciliation …

    Oct 10, 2023 · OpenRefine stands as a robust, open-source tool specifically tailored for those delving into the complex world of messy data. It is designed to not only cleanse such data but also to …

  3. OpenRefine Project History | OpenRefine

    The history of OpenRefine dates back to May 2010, when Metaweb Technologies, Inc. initiated the development of an open-source data cleansing tool named Freebase Gridworks.

  4. Why get involved - OpenRefine

    Oct 16, 2023 · OpenRefine is a powerful open-source tool for cleaning, transforming, and enriching data. Originally developed by Google, it was released open source in 2013 and is now maintained by a …

  5. OpenRefine Use Cases | OpenRefine

    OpenRefine is a free, open source power tool for working with messy data and improving it: cleaning it, transforming it from one format into another, and extending it with web services and external data.

  6. OpenRefine Citation - Support and Helpdesk - OpenRefine

    Mar 29, 2025 · "OpenRefine (version 2.5). http://openrefine. org. Free, open-source tool for cleaning and transforming data." Journal of the Medical Library Association: JMLA 101.3 (2013): 233.

  7. Reconciling - OpenRefine

    Sep 25, 2025 · Each source will have its own documentation on how it provides reconciliation. The table on the reconciliation API list indicates whether your chosen service supports the features described …

  8. How to use your own Python scripts as APIs in OpenRefine

    Feb 19, 2024 · IssueHunt is an issue-based bounty platform for open source projects. Anyone can put a bounty on not only a bug but also on OSS feature requests listed on IssueHunt.

  9. Data cleaning and transformations - OpenRefine

    Nov 30, 2022 · OpenRefine has a mechanism to group rows together in ‘records’ (see Exploring data | OpenRefine). Once you have the rows grouped into records then you can combine the information in …

  10. Extract unmatched values between 2 cells/columns with space or …

    Oct 28, 2024 · Extract unmatched values between 2 cells/columns with space or column separated data