matplotlib
diff --git a/‎doc/api/api_changes/2015-12-30-JHN.rst
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diff --git a/‎doc/mpl_toolkits/index.rst
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diff --git a/‎doc/thirdpartypackages/index.rst
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@@ -4,4 +4,4 @@
 All functionallity from `mpl_toolkits.axes_grid` can be found in either 
 `mpl_toolkits.axes_grid1` or `mpl_toolkits.axisartist`. Axes classes from 
 `mpl_toolkits.axes_grid` based on `Axis` from `mpl_toolkits.axisartist` can be
-fund in `mpl_toolkits.axisartist`
+found in `mpl_toolkits.axisartist`
@@ -37,7 +37,7 @@ axes_grid1
 ==========
 
 
-The :ref:`mpl_toolkits.axisgrid1 <toolkit_axesgrid1-index>` toolkit is a
+The :ref:`mpl_toolkits.axes_grid1 <toolkit_axesgrid1-index>` toolkit is a
 collection of helper classes to ease displaying multiple axes in matplotlib.
 
 
 
@@ -90,7 +90,7 @@ iTerm2 terminal backend
 =======================
 
 `matplotlib_iterm2 <https://github.com/oselivanov/matplotlib_iterm2>`_ is an
-external matplotlib backend uses iTerm2 nightly build inline image display
+external matplotlib backend using iTerm2 nightly build inline image display
 feature.
 
 .. image:: /_static/matplotlib_iterm2_demo.png