Would you rather edit a messy dataset in pandas or in Excel? What about automatically generating reports? Going to give managers your ipython printout?

with http://www.pyxll.com you can have functions that take and return pandas dataframes and series, see https://github.com/pyxll/pyxll-examples/blob/master/customty...

We live in a world where Excel has several tens of millions more users than Pandas.