Merge branch 'develop'

1 files changed, 10 insertions, 3 deletions

diff --git a/docs/tutorial.rst b/docs/tutorial.rst
index 561b24c..bd2dbc0 100644
--- a/docs/tutorial.rst
+++ b/docs/tutorial.rst
@@ -68,7 +68,7 @@ Adding Headers
 --------------
 
 
-It's time enhance our :class:`Dataset` by giving our columns some titles. To do so, set :class:`Dataset.headers`. ::
+It's time to enhance our :class:`Dataset` by giving our columns some titles. To do so, set :class:`Dataset.headers`. ::
 
     data.headers = ['First Name', 'Last Name']
 
@@ -146,6 +146,13 @@ To do so, we access the :class:`Dataset` as if it were a standard Python diction
     >>> data['First Name']
     ['Kenneth', 'Bessie']
 
+You can also access the column using its index. ::
+
+    >>> d.headers
+    ['Last Name', 'First Name', 'Age']
+    >>> d.get_col(1)
+    ['Kenneth', 'Bessie']
+
 Let's find the average age. ::
 
     >>> ages = data['Age']
@@ -244,7 +251,7 @@ Filtering Datasets with Tags
 
 
 When constructing a :class:`Dataset` object, you can add tags to rows by specifying the ``tags`` parameter.
-This allows you to filter your :class:`Dataset` later. This can be useful so separate rows of data based on
+This allows you to filter your :class:`Dataset` later. This can be useful to separate rows of data based on
 arbitrary criteria (*e.g.* origin) that you don't want to include in your :class:`Dataset`.
 
 Let's tag some students. ::
@@ -256,7 +263,7 @@ Let's tag some students. ::
     students.rpush(['Kenneth', 'Reitz'], tags=['male', 'technical'])
     students.rpush(['Bessie', 'Monke'], tags=['female', 'creative'])
 
-Now that we have extra meta-data on our rows, we can use easily filter our :class:`Dataset`. Let's just see Male students. ::
+Now that we have extra meta-data on our rows, we can easily filter our :class:`Dataset`. Let's just see Male students. ::
 
 
     >>> students.filter(['male']).yaml