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OpenRefine: Previously called Google Refine, this Java-based desktop software is a great choice pertaining to data transformation and extension. Whilst it has a familiar interface designed for spreadsheet applications, the software was designed to behave more like a data source and offer multiple cleaning features. Regardless of your company needs, you will need to know which in turn data managing tools best suited for your needs. This list should guide you through the options available and help you decide which in turn software to consider.