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OpenRefine: Previously called Google Improve, this Java-based desktop application is a great choice pertaining to info transformation and extension. While it has a familiar interface designed for spreadsheet applications, the software was created to behave a lot more like a databases and offer multiple cleaning features. Regardless of your company needs, you have to know which in turn data operations tools are best suited for your needs. This list is going to guide you through the options available that help you decide which will software to consider.