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OpenRefine: Previously often known as Google Improve, this Java-based desktop application is a great choice for data transformation and extension. Although it has a familiar interface with regards to spreadsheet applications, the software is built to behave similar to a databases and offer multiple cleaning features. Regardless of your business needs, it is critical to know which in turn data managing tools would be best suited for your needs. This list is going to guide you throughout the options available that help you decide which in turn software to consider.