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OpenRefine: Previously often known as Google Improve, this Java-based desktop app is a great choice intended for info transformation and extension. Whilst it has a familiar interface just for spreadsheet applications, the software was designed to behave similar to a data source and offer multiple cleaning features. Regardless of your business needs, you have to know which will data supervision tools best suited for your needs. This kind of list definitely will guide you through the options available that help you decide which will software to consider.