Update axes_grid.py

story645 · web-flow · commit 28b914ca8811 · 2017-05-16T13:05:23.000-04:00
diff --git a/tutorials/toolkits/axes_grid.py b/tutorials/toolkits/axes_grid.py
@@ -14,7 +14,7 @@
 (multiple) images with matplotlib.  In matplotlib, the axes location
 (and size) is specified in the normalized figure coordinates, which
 may not be ideal for displaying images that needs to have a given
-aspect ratio.  For example, it helps you to have a colorbar whose
+aspect ratio.  For example, it helps if you have a colorbar whose
 height always matches that of the image.  `ImageGrid`_, `RGB Axes`_ and
 `AxesDivider`_ are helper classes that deals with adjusting the
 location of (multiple) Axes.  They provides a framework to adjust the
@@ -276,7 +276,7 @@
 Example 2. twin
 ~~~~~~~~~~~~~~~
 
-*twin* without a transform argument treat the parasite axes to have a
+*twin* without a transform argument assumes that the parasite axes has the 
 same data transform as the host. This can be useful when you want the
 top(or right)-axis to have different tick-locations, tick-labels, or
 tick-formatter for bottom(or left)-axis. ::
@@ -408,13 +408,13 @@
 ===========
 
 The axes_divider module provides helper classes to adjust the axes
-positions of set of images in the drawing time.
+positions of a set of images at drawing time.
 
 * :mod:`~mpl_toolkits.axes_grid1.axes_size` provides a class of
   units that are used to determine the size of each axes. For example,
   you can specify a fixed size.
 
-* :class:`~mpl_toolkits.axes_grid1.axes_size.Divider` this is the class
+* :class:`~mpl_toolkits.axes_grid1.axes_size.Divider` is the class
   that calculates the axes position. It divides the given
   rectangular area into several areas. The divider is initialized by
   setting the lists of horizontal and vertical sizes on which the division
@@ -476,7 +476,7 @@
      locator = divider.new_locator(nx=0, ny=1)
      ax.set_axes_locator(locator)
 
-The return value of the new_locator method is a instance of the
+The return value of the new_locator method is an instance of the
 AxesLocator class. It is a callable object that returns the
 location and size of the cell at the first column and the second row.
 You may create a locator that spans over multiple cells.::
