Google Refine is a power tool for working with messy data, cleaning it up, transforming it from one format into another, extending it with web services, and linking it to databases like Freebase. It comes as a desktop application and can run without Internet connectivity, hence, you can be rest assured that your sensitive data is kept in your local disk.
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