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DOC: capitalize NumPy as proper noun #38631

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4 changes: 2 additions & 2 deletions doc/source/user_guide/10min.rst
Original file line number Diff line number Diff line change
Expand Up @@ -163,7 +163,7 @@ Selection

.. note::

While standard Python / Numpy expressions for selecting and setting are
While standard Python / NumPy expressions for selecting and setting are
intuitive and come in handy for interactive work, for production code, we
recommend the optimized pandas data access methods, ``.at``, ``.iat``,
``.loc`` and ``.iloc``.
Expand Down Expand Up @@ -239,7 +239,7 @@ Select via the position of the passed integers:

df.iloc[3]

By integer slices, acting similar to numpy/Python:
By integer slices, acting similar to NumPy/Python:

.. ipython:: python

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2 changes: 1 addition & 1 deletion doc/source/user_guide/cookbook.rst
Original file line number Diff line number Diff line change
Expand Up @@ -15,7 +15,7 @@ Simplified, condensed, new-user friendly, in-line examples have been inserted wh
augment the Stack-Overflow and GitHub links. Many of the links contain expanded information,
above what the in-line examples offer.

pandas (pd) and Numpy (np) are the only two abbreviated imported modules. The rest are kept
pandas (pd) and NumPy (np) are the only two abbreviated imported modules. The rest are kept
explicitly imported for newer users.

Idioms
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