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This contains a comparison of R and Python for a simple OLS analyis of a dateset. The original comparison is in the folder original. A revised comparison, using comments from the scipy users list, is in the folder revised. This revised comparison has simpler R and Python code and uses pandas for part of the analysis. (However, it is pandas 0.4, which is currently in development.)