OpenRefine, previously known as GoogleRefine, is a powerful, open source software which visualizes and manipulates large quantities of data all at once. OpenRefine looks like a spreadsheet, but operates like a database, allowing for increased discovery capabilities beyond programs like Microsoft Excel.
