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Data Cleansing

Data cleansing is the process of detecting and correcting inaccurate or irrelevant data records from a database. It helps you identify incomplete and incorrect parts of the data and then modify or delete the dirty data.

OpenRefine is an open-source desktop app for working with messy data that help you clean it, convert it from one format into another, and extend it with web services and external data.
WinPure is a data cleansing and matching software suite ideal for cleaning, correcting, and deduplicating mailing lists, databases, spreadsheets, and CRMs.
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Data cleansing is the process of detecting and correcting inaccurate or irrelevant data records from a database. It helps you identify incomplete and incorrect parts of the data and then modify or delete the dirty data.

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