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