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8 changes: 4 additions & 4 deletions README.rst
Original file line number Diff line number Diff line change
Expand Up @@ -163,7 +163,7 @@ as shown in the example below ::

This will give you access to the following QuerySet methods:

- ``to_datafame``
- ``to_dataframe``
- ``to_timeseries``
- ``to_pivot_table``

Expand Down Expand Up @@ -199,7 +199,7 @@ Create a dataframe using all the fields in your model as follows ::
df = qs.to_dataframe()

This will include your primary key. To create a DataFrame using specified
specified field names::
field names::

df = qs.to_dataframe(fieldnames=['age', 'department', 'wage'])

Expand Down Expand Up @@ -267,7 +267,7 @@ Using a *long* storage format ::
Some sample data:::

======== ===== =====
date mame value
date_ix series_name value
======== ===== ======
2010-01-01 gdp 204699

Expand Down Expand Up @@ -301,7 +301,7 @@ Create a timeseries dataframe ::
storage='long')
df.head()

date gdp inflation wages
date_ix gdp inflation wages

2010-01-01 204966 2.0 100.7

Expand Down