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OpenRefine is a tool that can uncover and fix data issues by applying data transformations and performing data explorations. This tool offers data cleansing and standardization, ensuring consistency and precision. Java supports this tool and enables users to work directly on data from their machines, which supports additional data privacy.

Key Features
Correct data inconsistencies via clustering and merging.
Reconcile data to match external databases.
Facilitate drilling and filtering of large datasets through faceting.
Easily revert to prior dataset states, review operation history.