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Statistical and analysis software
R: The R Project
Computer language driven statistics and graphics environment. Open source.
Statistical analysis software, offering much of the functionality of SPSS. Open source.
Full-featured and flexible Geographic Information System (GIS) to display and analyze geographic data. Open source.
Data visualization software. Free.
A tool designed for cleaning and transforming data (formerly Google Refine). Open source.