@@ -203,15 +203,15 @@ installation of the package.  In order to fully remove an installed Matplotlib:
2032032. Delete any Matplotlib directories or eggs from your :ref: `installation 
204204   directory <locating-matplotlib-install>`.
205205
206- OSX  Notes
207- --------- 
206+ macOS  Notes
207+ -----------  
208208
209- .. _which-python-for-osx  :
209+ .. _which-python-for-macos  :
210210
211- Which python for OSX ?
212- ^^^^^^^^^^^^^^^^^^^^^ 
211+ Which python for macOS ?
212+ ^^^^^^^^^^^^^^^^^^^^^^^  
213213
214- Apple ships OSX  with its own Python, in ``/usr/bin/python ``, and its own copy
214+ Apple ships macOS  with its own Python, in ``/usr/bin/python ``, and its own copy
215215of Matplotlib. Unfortunately, the way Apple currently installs its own copies
216216of NumPy, Scipy and Matplotlib means that these packages are difficult to
217217upgrade (see `system python packages `_).  For that reason we strongly suggest
@@ -228,18 +228,18 @@ See the Anaconda web page for installation support.
228228.. _Anaconda : https://www.anaconda.com/ 
229229
230230Other options for a fresh Python install are the standard installer from
231- `python.org  <https://www.python.org/downloads/mac-osx / >`_, or installing
232- Python using a general OSX  package management system such as `homebrew 
231+ `python.org  <https://www.python.org/downloads/macos / >`_, or installing
232+ Python using a general macOS  package management system such as `homebrew 
233233<https://brew.sh/> `_ or `macports  <https://www.macports.org >`_.  Power users on
234- OSX  will likely want one of homebrew or macports on their system to install
234+ macOS  will likely want one of homebrew or macports on their system to install
235235open source software packages, but it is perfectly possible to use these
236236systems with another source for your Python binary, such as Anaconda
237237or Python.org Python.
238238
239- .. _ install_osx_binaries :
239+ .. _ install_macos_binaries :
240240
241- Installing OSX  binary wheels
242- ^^^^^^^^^^^^^^^^^^^^^^^^^^^^ 
241+ Installing macOS  binary wheels
242+ ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^  
243243
244244If you are using Python from https://www.python.org, Homebrew, or Macports,
245245then you can use the standard pip installer to install Matplotlib binaries in
@@ -283,7 +283,7 @@ then check that the Python binary is the one you expected by running ::
283283  which python3 
284284
285285If you get a result like ``/usr/bin/python... ``, then you are getting the
286- Python installed with OSX , which is probably not what you want.  Try closing
286+ Python installed with macOS , which is probably not what you want.  Try closing
287287and restarting Terminal.app before running the check again. If that doesn't fix
288288the problem, depending on which Python you wanted to use, consider reinstalling
289289Python.org Python, or check your homebrew or macports setup.  Remember that
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