Missing Intro

pandas represents missing data with the special float value NaN (not a number). Many of the semantics are the same; for example missing data propagates through numeric operations, and is ignored by default for aggregations.

.. ipython:: python

outer_join outer_join["value_x"] + outer_join["value_y"] outer_join["value_x"].sum()