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OpenRefine: Previously called Google Improve, this Java-based desktop application is a great choice with respect to info transformation and extension. While it has a familiar interface with respect to spreadsheet applications, the software was designed to behave similar to a data source and offer multiple cleaning features. Regardless of your company needs, it is critical to know which usually data supervision tools work best suited for your needs. This list can guide you through the options available that help you decide which in turn software to consider.