ie, to i.e.,

yuvallanger · yuvallanger · commit 3b9ef1383d6f · 2014-11-01T19:03:01.000+02:00
Used:

```bash
find * -type f -exec sed -i 's/\bie,/i.e.,/g' {} \;
```
diff --git a/doc/users/pyplot_tutorial.rst b/doc/users/pyplot_tutorial.rst
@@ -170,7 +170,7 @@ numcols, fignum`` where ``fignum`` ranges from 1 to
 ``numrows*numcols``.  The commas in the ``subplot`` command are
 optional if ``numrows*numcols<10``.  So ``subplot(211)`` is identical
 to ``subplot(2,1,1)``.  You can create an arbitrary number of subplots
-and axes.  If you want to place an axes manually, ie, not on a
+and axes.  If you want to place an axes manually, i.e., not on a
 rectangular grid, use the :func:`~matplotlib.pyplot.axes` command,
 which allows you to specify the location as ``axes([left, bottom,
 width, height])`` where all values are in fractional (0 to 1)
diff --git a/lib/matplotlib/afm.py b/lib/matplotlib/afm.py
@@ -446,7 +446,7 @@ def get_str_bbox(self, s):
 
     def get_name_char(self, c, isord=False):
         """
-        Get the name of the character, ie, ';' is 'semicolon'
+        Get the name of the character, i.e., ';' is 'semicolon'
         """
         if not isord:
             c = ord(c)
diff --git a/lib/matplotlib/mlab.py b/lib/matplotlib/mlab.py
@@ -1622,7 +1622,7 @@ def prepca(P, frac=0):
 
       - *Pcomponents* : a (numVars, numObs) array
 
-      - *Trans* : the weights matrix, ie, *Pcomponents* = *Trans* *
+      - *Trans* : the weights matrix, i.e., *Pcomponents* = *Trans* *
          *P*
 
       - *fracVar* : the fraction of the variance accounted for by each
diff --git a/lib/matplotlib/tests/test_mlab.py b/lib/matplotlib/tests/test_mlab.py
@@ -2906,7 +2906,7 @@ def test_evaluate_diff_dim(self):
         np.testing.assert_array_almost_equal(y, y_expected, 7)
 
     def test_evaluate_inv_dim(self):
-        """ Invert the dimensions. ie, Give the dataset a dimension of
+        """ Invert the dimensions. i.e., Give the dataset a dimension of
         1 [3,2,4], and the points will have a dimension of 3 [[3],[2],[4]].
         ValueError should be raised"""
         np.random.seed(8765678)
diff --git a/lib/matplotlib/text.py b/lib/matplotlib/text.py
@@ -1703,7 +1703,7 @@ def __init__(self, s, xy,
                     annotated.  If *d* is the distance between the text and
                     annotated point, shrink will shorten the arrow so the tip
                     and base are shink percent of the distance *d* away from
-                    the endpoints.  ie, ``shrink=0.05 is 5%%``
+                    the endpoints.  i.e., ``shrink=0.05 is 5%%``
         ?           any key for :class:`matplotlib.patches.polygon`
         =========   ===========================================================
 
