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OpenRefine: Previously generally known as Google Improve, this Java-based desktop app is a great choice designed for data transformation and extension. While it has a familiar interface pertaining to spreadsheet applications, the software is built to behave more like a data source and offer multiple cleaning features. Regardless of your business needs, it’s important to know which usually data management tools would be best suited for your needs. This kind of list can guide you throughout the options available and help you decide which will software to consider.