From 3cc9f6766e0ea546fbf529744bd9bd48ae0b9013 Mon Sep 17 00:00:00 2001
From: Saurav Chakravorty <sauravchakravorty@gmail.com>
Date: Fri, 7 Dec 2018 18:42:08 +0530
Subject: [PATCH 1/2] DOC: Use standard header for .rst files

---
 doc/source/10min.rst               |  21 ++-----------------
 doc/source/advanced.rst            |  11 +---------
 doc/source/basics.rst              |  13 ++----------
 doc/source/categorical.rst         |  12 +----------
 doc/source/comparison_with_r.rst   |   8 +-------
 doc/source/comparison_with_sas.rst |   4 ++--
 doc/source/computation.rst         |  18 ++--------------
 doc/source/conf.py                 |  10 ++++-----
 doc/source/contributing.rst        |  11 ++++++----
 doc/source/cookbook.rst            |  32 +++++++++++------------------
 doc/source/dsintro.rst             |  18 ++--------------
 doc/source/enhancingperf.rst       |  15 +-------------
 doc/source/gotchas.rst             |  13 ++----------
 doc/source/groupby.rst             |  15 +-------------
 doc/source/indexing.rst            |  11 +---------
 doc/source/install.rst             |   2 +-
 doc/source/internals.rst           |  12 +----------
 doc/source/io.rst                  |  19 +++++------------
 doc/source/merging.rst             |  12 ++---------
 doc/source/missing_data.rst        |  14 ++-----------
 doc/source/r_interface.rst         |   6 +-----
 doc/source/release.rst             |  10 +--------
 doc/source/reshaping.rst           |  11 +---------
 doc/source/sparse.rst              |  11 +---------
 doc/source/text.rst                |  10 +--------
 doc/source/timedeltas.rst          |  11 +---------
 doc/source/timeseries.rst          |  11 +---------
 doc/source/visualization.rst       |  13 ++----------
 doc/source/whatsnew/v0.10.0.rst    |   8 +++++++-
 doc/source/whatsnew/v0.10.1.rst    |   8 +++++++-
 doc/source/whatsnew/v0.11.0.rst    |   8 +++++++-
 doc/source/whatsnew/v0.12.0.rst    |   8 +++++++-
 doc/source/whatsnew/v0.13.0.rst    |   8 +++++++-
 doc/source/whatsnew/v0.13.1.rst    |   8 +++++++-
 doc/source/whatsnew/v0.14.0.rst    |   8 +++++++-
 doc/source/whatsnew/v0.14.1.rst    |   8 +++++++-
 doc/source/whatsnew/v0.15.0.rst    |   8 +++++++-
 doc/source/whatsnew/v0.15.1.rst    |   8 +++++++-
 doc/source/whatsnew/v0.15.2.rst    |   8 +++++++-
 doc/source/whatsnew/v0.16.0.rst    |   8 +++++++-
 doc/source/whatsnew/v0.16.1.rst    |   8 +++++++-
 doc/source/whatsnew/v0.16.2.rst    |   8 +++++++-
 doc/source/whatsnew/v0.17.0.rst    |   8 +++++++-
 doc/source/whatsnew/v0.17.1.rst    |   8 +++++++-
 doc/source/whatsnew/v0.18.0.rst    |   8 +++++++-
 doc/source/whatsnew/v0.18.1.rst    |   8 +++++++-
 doc/source/whatsnew/v0.19.0.rst    |   8 +++++++-
 doc/source/whatsnew/v0.19.1.rst    |   8 +++++++-
 doc/source/whatsnew/v0.19.2.rst    |   8 +++++++-
 doc/source/whatsnew/v0.20.0.rst    |   8 +++++++-
 doc/source/whatsnew/v0.20.2.rst    |   8 +++++++-
 doc/source/whatsnew/v0.20.3.rst    |   8 +++++++-
 doc/source/whatsnew/v0.21.0.rst    |   8 +++++++-
 doc/source/whatsnew/v0.21.1.rst    |   8 +++++++-
 doc/source/whatsnew/v0.22.0.rst    |   8 +++++++-
 doc/source/whatsnew/v0.23.0.rst    |   8 +++++++-
 doc/source/whatsnew/v0.23.1.rst    |   8 +++++++-
 doc/source/whatsnew/v0.23.2.rst    |   8 +++++++-
 doc/source/whatsnew/v0.23.3.rst    |   2 +-
 doc/source/whatsnew/v0.23.4.rst    |   8 +++++++-
 doc/source/whatsnew/v0.24.0.rst    |   8 +++++++-
 doc/source/whatsnew/v0.4.x.rst     |   2 +-
 doc/source/whatsnew/v0.5.0.rst     |   8 +++++++-
 doc/source/whatsnew/v0.6.0.rst     |   8 +++++++-
 doc/source/whatsnew/v0.7.0.rst     |   8 +++++++-
 doc/source/whatsnew/v0.7.1.rst     |   8 +++++++-
 doc/source/whatsnew/v0.7.2.rst     |   8 +++++++-
 doc/source/whatsnew/v0.7.3.rst     |   8 +++++++-
 doc/source/whatsnew/v0.8.0.rst     |   8 +++++++-
 doc/source/whatsnew/v0.8.1.rst     |   8 +++++++-
 doc/source/whatsnew/v0.9.0.rst     |   8 +++++++-
 doc/source/whatsnew/v0.9.1.rst     |   8 +++++++-
 setup.cfg                          |   3 +++
 tmp.xlsx                           | Bin 0 -> 5417 bytes
 74 files changed, 361 insertions(+), 336 deletions(-)
 create mode 100644 tmp.xlsx

diff --git a/doc/source/10min.rst b/doc/source/10min.rst
index e04a8253e0bef..53618e008a403 100644
--- a/doc/source/10min.rst
+++ b/doc/source/10min.rst
@@ -1,24 +1,6 @@
 .. _10min:
 
-.. currentmodule:: pandas
-
-.. ipython:: python
-   :suppress:
-
-   import os
-   import numpy as np
-
-   import pandas as pd
-
-   np.random.seed(123456)
-   np.set_printoptions(precision=4, suppress=True)
-   pd.options.display.max_rows = 15
-
-   # portions of this were borrowed from the
-   # Pandas cheatsheet
-   # created during the PyData Workshop-Sprint 2012
-   # Hannah Chen, Henry Chow, Eric Cox, Robert Mauriello
-
+{{ header }}
 
 ********************
 10 Minutes to pandas
@@ -773,6 +755,7 @@ CSV
 .. ipython:: python
    :suppress:
 
+   import os
    os.remove('foo.csv')
 
 HDF5
diff --git a/doc/source/advanced.rst b/doc/source/advanced.rst
index 39082ef7a4c69..822c9d4faba26 100644
--- a/doc/source/advanced.rst
+++ b/doc/source/advanced.rst
@@ -1,15 +1,6 @@
 .. _advanced:
 
-.. currentmodule:: pandas
-
-.. ipython:: python
-   :suppress:
-
-   import numpy as np
-   import pandas as pd
-   np.random.seed(123456)
-   np.set_printoptions(precision=4, suppress=True)
-   pd.options.display.max_rows = 15
+{{ header }}
 
 ******************************
 MultiIndex / Advanced Indexing
diff --git a/doc/source/basics.rst b/doc/source/basics.rst
index 25e2c8cd1ff9a..dfb8764b5c8e8 100644
--- a/doc/source/basics.rst
+++ b/doc/source/basics.rst
@@ -1,16 +1,7 @@
-.. currentmodule:: pandas
-
-.. ipython:: python
-   :suppress:
-
-   import numpy as np
-   import pandas as pd
-
-   np.set_printoptions(precision=4, suppress=True)
-   pd.options.display.max_rows = 15
-
 .. _basics:
 
+{{ header }}
+
 ==============================
  Essential Basic Functionality
 ==============================
diff --git a/doc/source/categorical.rst b/doc/source/categorical.rst
index 31f2430e4be88..e57fd0ac0f96d 100644
--- a/doc/source/categorical.rst
+++ b/doc/source/categorical.rst
@@ -1,16 +1,6 @@
 .. _categorical:
 
-.. currentmodule:: pandas
-
-.. ipython:: python
-   :suppress:
-
-   import numpy as np
-   import pandas as pd
-   np.random.seed(123456)
-   np.set_printoptions(precision=4, suppress=True)
-   pd.options.display.max_rows = 15
-
+{{ header }}
 
 ****************
 Categorical Data
diff --git a/doc/source/comparison_with_r.rst b/doc/source/comparison_with_r.rst
index 704b0c4d80537..a0143d717105c 100644
--- a/doc/source/comparison_with_r.rst
+++ b/doc/source/comparison_with_r.rst
@@ -1,12 +1,6 @@
-.. currentmodule:: pandas
 .. _compare_with_r:
 
-.. ipython:: python
-   :suppress:
-
-   import pandas as pd
-   import numpy as np
-   pd.options.display.max_rows = 15
+{{ header }}
 
 Comparison with R / R libraries
 *******************************
diff --git a/doc/source/comparison_with_sas.rst b/doc/source/comparison_with_sas.rst
index c4d121c10538c..abc1edd6f6385 100644
--- a/doc/source/comparison_with_sas.rst
+++ b/doc/source/comparison_with_sas.rst
@@ -14,8 +14,8 @@ As is customary, we import pandas and NumPy as follows:
 
 .. ipython:: python
 
-    import pandas as pd
-    import numpy as np
+    import pandas as pd    # noqa: F811
+    import numpy as np     # noqa: F811
 
 
 .. note::
diff --git a/doc/source/computation.rst b/doc/source/computation.rst
index 251dce5141ea5..e72662be7730b 100644
--- a/doc/source/computation.rst
+++ b/doc/source/computation.rst
@@ -1,21 +1,7 @@
-.. currentmodule:: pandas
-
-.. ipython:: python
-   :suppress:
-
-   import numpy as np
-   import matplotlib.pyplot as plt
-
-   import pandas as pd
-
-   np.random.seed(123456)
-   np.set_printoptions(precision=4, suppress=True)
-   pd.options.display.max_rows = 15
-
-   plt.close('all')
-
 .. _computation:
 
+{{ header }}
+
 Computational tools
 ===================
 
diff --git a/doc/source/conf.py b/doc/source/conf.py
index d88b5e9757423..56f77f667df88 100644
--- a/doc/source/conf.py
+++ b/doc/source/conf.py
@@ -301,25 +301,25 @@
 }
 
 
-common_imports = """\
+header = """\
 .. currentmodule:: pandas
 
 .. ipython:: python
    :suppress:
 
    import numpy as np
-   from pandas import *
    import pandas as pd
+
    randn = np.random.randn
+   np.random.seed(123456)
    np.set_printoptions(precision=4, suppress=True)
-   options.display.max_rows = 15
-   from pandas.compat import StringIO
+   pd.options.display.max_rows = 15
 """
 
 
 html_context = {
     'redirects': {old: new for old, new in moved_api_pages},
-    'common_imports': common_imports,
+    'header': header
 }
 
 # If false, no module index is generated.
diff --git a/doc/source/contributing.rst b/doc/source/contributing.rst
index c55452cf27309..83581d0258ed3 100644
--- a/doc/source/contributing.rst
+++ b/doc/source/contributing.rst
@@ -672,6 +672,7 @@ Otherwise, you need to do it manually:
 
     import warnings
 
+
     def old_func():
         """Summary of the function.
 
@@ -681,6 +682,7 @@ Otherwise, you need to do it manually:
         warnings.warn('Use new_func instead.', FutureWarning, stacklevel=2)
         new_func()
 
+
     def new_func():
         pass
 
@@ -814,9 +816,8 @@ We would name this file ``test_cool_feature.py`` and put in an appropriate place
 .. code-block:: python
 
    import pytest
-   import numpy as np
-   import pandas as pd
-   from pandas.util import testing as tm
+   import numpy as np        # noqa: F811
+   import pandas as pd       # noqa: F811
 
 
    @pytest.mark.parametrize('dtype', ['int8', 'int16', 'int32', 'int64'])
@@ -938,8 +939,10 @@ If your change involves checking that a warning is actually emitted, use
 
 .. code-block:: python
 
-   df = pd.DataFrame()
+   import pandas.util.testing as tm
 
+
+   df = pd.DataFrame()
    with tm.assert_produces_warning(FutureWarning):
        df.some_operation()
 
diff --git a/doc/source/cookbook.rst b/doc/source/cookbook.rst
index 16d756acaca51..1b2e856e979a8 100644
--- a/doc/source/cookbook.rst
+++ b/doc/source/cookbook.rst
@@ -1,25 +1,6 @@
 .. _cookbook:
 
-.. currentmodule:: pandas
-
-.. ipython:: python
-   :suppress:
-
-   import datetime
-   import functools
-   import glob
-   import itertools
-   import os
-
-   import numpy as np
-   import pandas as pd
-   from pandas.compat import StringIO
-
-
-   np.random.seed(123456)
-   np.set_printoptions(precision=4, suppress=True)
-   pd.options.display.max_rows = 15
-
+{{ header }}
 
 ********
 Cookbook
@@ -186,6 +167,8 @@ One could hard code:
 
 .. ipython:: python
 
+   import functools
+
    CritList = [Crit1, Crit2, Crit3]
    AllCrit = functools.reduce(lambda x, y: x & y, CritList)
 
@@ -409,6 +392,8 @@ To take the cross section of the 1st level and 1st axis the index:
 
 .. ipython:: python
 
+   import itertools
+
    index = list(itertools.product(['Ada', 'Quinn', 'Violet'],
                                   ['Comp', 'Math', 'Sci']))
    headr = list(itertools.product(['Exams', 'Labs'], ['I', 'II']))
@@ -1022,6 +1007,9 @@ You can use the same approach to read all files matching a pattern.  Here is an
 
 .. ipython:: python
 
+    import glob
+    import os
+
     files = glob.glob('file_*.csv')
     result = pd.concat([pd.read_csv(f) for f in files], ignore_index=True)
 
@@ -1081,6 +1069,8 @@ Option 1: pass rows explicitly to skip rows
 
 .. ipython:: python
 
+    from pandas.compat import StringIO
+
     pd.read_csv(StringIO(data), sep=';', skiprows=[11, 12],
                 index_col=0, parse_dates=True, header=10)
 
@@ -1327,6 +1317,8 @@ The :ref:`Timedeltas <timedeltas.timedeltas>` docs.
 
 .. ipython:: python
 
+   import datetime
+
    s = pd.Series(pd.date_range('2012-1-1', periods=3, freq='D'))
 
    s - s.max()
diff --git a/doc/source/dsintro.rst b/doc/source/dsintro.rst
index 968b30d7e9e2b..8bdb0005de53c 100644
--- a/doc/source/dsintro.rst
+++ b/doc/source/dsintro.rst
@@ -1,21 +1,7 @@
-.. currentmodule:: pandas
-
-.. ipython:: python
-   :suppress:
-
-   import numpy as np
-   np.set_printoptions(precision=4, suppress=True)
-   import pandas as pd
-   pd.set_option('display.precision', 4, 'display.max_columns', 8)
-   pd.options.display.max_rows = 15
-
-   import matplotlib
-   # matplotlib.style.use('default')
-   import matplotlib.pyplot as plt
-   plt.close('all')
-
 .. _dsintro:
 
+{{ header }}
+
 ************************
 Intro to Data Structures
 ************************
diff --git a/doc/source/enhancingperf.rst b/doc/source/enhancingperf.rst
index 1c873d604cfe0..c0546d653d532 100644
--- a/doc/source/enhancingperf.rst
+++ b/doc/source/enhancingperf.rst
@@ -1,19 +1,6 @@
 .. _enhancingperf:
 
-.. currentmodule:: pandas
-
-.. ipython:: python
-   :suppress:
-
-   import numpy as np
-   np.random.seed(123456)
-   np.set_printoptions(precision=4, suppress=True)
-   import pandas as pd
-   pd.options.display.max_rows=15
-
-   import os
-   import csv
-
+{{ header }}
 
 *********************
 Enhancing Performance
diff --git a/doc/source/gotchas.rst b/doc/source/gotchas.rst
index c62b836ed1f33..853e9e4bdf574 100644
--- a/doc/source/gotchas.rst
+++ b/doc/source/gotchas.rst
@@ -1,20 +1,11 @@
-.. currentmodule:: pandas
 .. _gotchas:
 
+{{ header }}
+
 ********************************
 Frequently Asked Questions (FAQ)
 ********************************
 
-.. ipython:: python
-   :suppress:
-
-   import numpy as np
-   import pandas as pd
-
-   np.random.seed(123456)
-   np.set_printoptions(precision=4, suppress=True)
-   pd.options.display.max_rows = 15
-
 .. _df-memory-usage:
 
 DataFrame memory usage
diff --git a/doc/source/groupby.rst b/doc/source/groupby.rst
index de188846cce76..76481b8cc765a 100644
--- a/doc/source/groupby.rst
+++ b/doc/source/groupby.rst
@@ -1,19 +1,6 @@
-.. currentmodule:: pandas
 .. _groupby:
 
-.. ipython:: python
-   :suppress:
-
-   import numpy as np
-   import matplotlib.pyplot as plt
-
-   import pandas as pd
-
-   plt.close('all')
-
-   np.random.seed(123456)
-   np.set_printoptions(precision=4, suppress=True)
-   pd.options.display.max_rows = 15
+{{ header }}
 
 *****************************
 Group By: split-apply-combine
diff --git a/doc/source/indexing.rst b/doc/source/indexing.rst
index 6ad9c573249a3..49289862a3acd 100644
--- a/doc/source/indexing.rst
+++ b/doc/source/indexing.rst
@@ -1,15 +1,6 @@
 .. _indexing:
 
-.. currentmodule:: pandas
-
-.. ipython:: python
-   :suppress:
-
-   import numpy as np
-   np.random.seed(123456)
-   np.set_printoptions(precision=4, suppress=True)
-   import pandas as pd
-   pd.options.display.max_rows=15
+{{ header }}
 
 ***************************
 Indexing and Selecting Data
diff --git a/doc/source/install.rst b/doc/source/install.rst
index 4a71dbcec17e6..b290b940c27fc 100644
--- a/doc/source/install.rst
+++ b/doc/source/install.rst
@@ -207,7 +207,7 @@ installed), make sure you have `pytest
 
 ::
 
-    >>> import pandas as pd
+    >>> import pandas as pd  # noqa: F811
     >>> pd.test()
     running: pytest --skip-slow --skip-network C:\Users\TP\Anaconda3\envs\py36\lib\site-packages\pandas
     ============================= test session starts =============================
diff --git a/doc/source/internals.rst b/doc/source/internals.rst
index c39dafa88db92..9c434928c214e 100644
--- a/doc/source/internals.rst
+++ b/doc/source/internals.rst
@@ -1,16 +1,6 @@
 .. _internals:
 
-.. currentmodule:: pandas
-
-.. ipython:: python
-   :suppress:
-
-   import numpy as np
-   import pandas as pd
-
-   np.random.seed(123456)
-   np.set_printoptions(precision=4, suppress=True)
-   pd.options.display.max_rows = 15
+{{ header }}
 
 *********
 Internals
diff --git a/doc/source/io.rst b/doc/source/io.rst
index 313c4d723d079..f1439e4a7a049 100644
--- a/doc/source/io.rst
+++ b/doc/source/io.rst
@@ -1,23 +1,10 @@
 .. _io:
 
-.. currentmodule:: pandas
+{{ header }}
 
 .. ipython:: python
    :suppress:
 
-   import csv
-   import os
-
-   import matplotlib.pyplot as plt
-   import numpy as np
-   import pandas as pd
-   from pandas.compat import StringIO, BytesIO
-
-
-   randn = np.random.randn
-   np.set_printoptions(precision=4, suppress=True)
-   plt.close('all')
-   pd.options.display.max_rows = 15
    clipdf = pd.DataFrame({'A': [1, 2, 3], 'B': [4, 5, 6], 'C': ['p', 'q', 'r']},
                          index=['x', 'y', 'z'])
 
@@ -144,6 +131,7 @@ usecols : list-like or callable, default ``None``
 
   .. ipython:: python
 
+     from pandas.compat import StringIO, BytesIO
      data = ('col1,col2,col3\n'
              'a,b,1\n'
              'a,b,2\n'
@@ -453,6 +441,8 @@ worth trying.
 .. ipython:: python
    :suppress:
 
+   import os
+   
    os.remove('foo.csv')
 
 .. _io.categorical:
@@ -1309,6 +1299,7 @@ We can get around this using ``dialect``:
 .. ipython:: python
    :okwarning:
 
+   import csv
    dia = csv.excel()
    dia.quoting = csv.QUOTE_NONE
    pd.read_csv(StringIO(data), dialect=dia)
diff --git a/doc/source/merging.rst b/doc/source/merging.rst
index 8a25d991c149b..af767d7687749 100644
--- a/doc/source/merging.rst
+++ b/doc/source/merging.rst
@@ -1,18 +1,10 @@
-.. currentmodule:: pandas
 .. _merging:
 
+{{ header }}
+
 .. ipython:: python
    :suppress:
 
-   import numpy as np
-   np.random.seed(123456)
-   import pandas as pd
-   pd.options.display.max_rows=15
-   randn = np.random.randn
-   np.set_printoptions(precision=4, suppress=True)
-
-   import matplotlib.pyplot as plt
-   plt.close('all')
    import pandas.util._doctools as doctools
    p = doctools.TablePlotter()
 
diff --git a/doc/source/missing_data.rst b/doc/source/missing_data.rst
index 7b6d338ee5b6a..ebe577feb706c 100644
--- a/doc/source/missing_data.rst
+++ b/doc/source/missing_data.rst
@@ -1,17 +1,7 @@
-.. currentmodule:: pandas
-
-.. ipython:: python
-   :suppress:
-
-   import numpy as np
-   import pandas as pd
-   pd.options.display.max_rows=15
-   import matplotlib
-   # matplotlib.style.use('default')
-   import matplotlib.pyplot as plt
-
 .. _missing_data:
 
+{{ header }}
+
 *************************
 Working with missing data
 *************************
diff --git a/doc/source/r_interface.rst b/doc/source/r_interface.rst
index f40f9199aaf66..4ec43a64cf98a 100644
--- a/doc/source/r_interface.rst
+++ b/doc/source/r_interface.rst
@@ -1,10 +1,6 @@
 .. _rpy:
 
-.. ipython:: python
-   :suppress:
-
-   import pandas as pd
-   pd.options.display.max_rows = 15
+{{ header }}
 
 
 ******************
diff --git a/doc/source/release.rst b/doc/source/release.rst
index af6fc23e12b78..67a30984ff0a7 100644
--- a/doc/source/release.rst
+++ b/doc/source/release.rst
@@ -1,18 +1,10 @@
 .. _release:
 
-.. currentmodule:: pandas
+{{ header }}
 
 .. ipython:: python
    :suppress:
 
-   import pandas as pd
-   import numpy as np
-   np.random.seed(123456)
-   np.set_printoptions(precision=4, suppress=True)
-   import matplotlib.pyplot as plt
-   plt.close('all')
-
-   pd.options.display.max_rows=15
    import pandas.util.testing as tm
 
 *************
diff --git a/doc/source/reshaping.rst b/doc/source/reshaping.rst
index 19857db1743e8..059e6eb2138f3 100644
--- a/doc/source/reshaping.rst
+++ b/doc/source/reshaping.rst
@@ -1,15 +1,6 @@
-.. currentmodule:: pandas
 .. _reshaping:
 
-.. ipython:: python
-   :suppress:
-
-   import numpy as np
-   import pandas as pd
-
-   np.random.seed(123456)
-   pd.options.display.max_rows = 15
-   np.set_printoptions(precision=4, suppress=True)
+{{ header }}
 
 **************************
 Reshaping and Pivot Tables
diff --git a/doc/source/sparse.rst b/doc/source/sparse.rst
index 5a4a211a5e6b4..9316dad762453 100644
--- a/doc/source/sparse.rst
+++ b/doc/source/sparse.rst
@@ -1,15 +1,6 @@
-.. currentmodule:: pandas
 .. _sparse:
 
-.. ipython:: python
-   :suppress:
-
-   import numpy as np
-   import pandas as pd
-
-   np.random.seed(123456)
-   np.set_printoptions(precision=4, suppress=True)
-   pd.options.display.max_rows = 15
+{{ header }}
 
 **********************
 Sparse data structures
diff --git a/doc/source/text.rst b/doc/source/text.rst
index d677cc38c9888..2361be765d889 100644
--- a/doc/source/text.rst
+++ b/doc/source/text.rst
@@ -1,14 +1,6 @@
-.. currentmodule:: pandas
 .. _text:
 
-.. ipython:: python
-   :suppress:
-
-   import numpy as np
-   import pandas as pd
-
-   np.set_printoptions(precision=4, suppress=True)
-   pd.options.display.max_rows = 15
+{{ header }}
 
 ======================
 Working with Text Data
diff --git a/doc/source/timedeltas.rst b/doc/source/timedeltas.rst
index 8dab39aafbf67..b32603cb78795 100644
--- a/doc/source/timedeltas.rst
+++ b/doc/source/timedeltas.rst
@@ -1,15 +1,6 @@
-.. currentmodule:: pandas
 .. _timedeltas:
 
-.. ipython:: python
-   :suppress:
-
-   import numpy as np
-   import pandas as pd
-
-   np.random.seed(123456)
-   np.set_printoptions(precision=4, suppress=True)
-   pd.options.display.max_rows = 15
+{{ header }}
 
 .. _timedeltas.timedeltas:
 
diff --git a/doc/source/timeseries.rst b/doc/source/timeseries.rst
index bca7b6a601dd2..0d6fc735f3025 100644
--- a/doc/source/timeseries.rst
+++ b/doc/source/timeseries.rst
@@ -1,15 +1,6 @@
-.. currentmodule:: pandas
 .. _timeseries:
 
-.. ipython:: python
-   :suppress:
-
-   import numpy as np
-   import pandas as pd
-
-   np.random.seed(123456)
-   np.set_printoptions(precision=4, suppress=True)
-   pd.options.display.max_rows = 15
+{{ header }}
 
 ********************************
 Time Series / Date functionality
diff --git a/doc/source/visualization.rst b/doc/source/visualization.rst
index 050d754d0ac8b..ce3c335b431ad 100644
--- a/doc/source/visualization.rst
+++ b/doc/source/visualization.rst
@@ -1,16 +1,6 @@
-.. currentmodule:: pandas
 .. _visualization:
 
-.. ipython:: python
-   :suppress:
-
-   import numpy as np
-   import pandas as pd
-
-   np.random.seed(123456)
-   np.set_printoptions(precision=4, suppress=True)
-   pd.options.display.max_rows = 15
-
+{{ header }}
 
 *************
 Visualization
@@ -21,6 +11,7 @@ We use the standard convention for referencing the matplotlib API:
 .. ipython:: python
 
    import matplotlib.pyplot as plt
+   plt.close('all')
 
 We provide the basics in pandas to easily create decent looking plots.
 See the :ref:`ecosystem <ecosystem.visualization>` section for visualization
diff --git a/doc/source/whatsnew/v0.10.0.rst b/doc/source/whatsnew/v0.10.0.rst
index 27f20111dbf96..9e45efca02eed 100644
--- a/doc/source/whatsnew/v0.10.0.rst
+++ b/doc/source/whatsnew/v0.10.0.rst
@@ -3,7 +3,13 @@
 v0.10.0 (December 17, 2012)
 ---------------------------
 
-{{ common_imports }}
+{{ header }}
+
+.. ipython:: python
+   :suppress:
+
+   from pandas import * # noqa F401, F403
+
 
 This is a major release from 0.9.1 and includes many new features and
 enhancements along with a large number of bug fixes. There are also a number of
diff --git a/doc/source/whatsnew/v0.10.1.rst b/doc/source/whatsnew/v0.10.1.rst
index 5679babf07b73..33e8ddd52436d 100644
--- a/doc/source/whatsnew/v0.10.1.rst
+++ b/doc/source/whatsnew/v0.10.1.rst
@@ -3,7 +3,13 @@
 v0.10.1 (January 22, 2013)
 ---------------------------
 
-{{ common_imports }}
+{{ header }}
+
+.. ipython:: python
+   :suppress:
+
+   from pandas import * # noqa F401, F403
+
 
 This is a minor release from 0.10.0 and includes new features, enhancements,
 and bug fixes. In particular, there is substantial new HDFStore functionality
diff --git a/doc/source/whatsnew/v0.11.0.rst b/doc/source/whatsnew/v0.11.0.rst
index 051d735e539aa..971caddcbd47f 100644
--- a/doc/source/whatsnew/v0.11.0.rst
+++ b/doc/source/whatsnew/v0.11.0.rst
@@ -3,7 +3,13 @@
 v0.11.0 (April 22, 2013)
 ------------------------
 
-{{ common_imports }}
+{{ header }}
+
+.. ipython:: python
+   :suppress:
+
+   from pandas import * # noqa F401, F403
+
 
 This is a major release from 0.10.1 and includes many new features and
 enhancements along with a large number of bug fixes. The methods of Selecting
diff --git a/doc/source/whatsnew/v0.12.0.rst b/doc/source/whatsnew/v0.12.0.rst
index a462359b6e3c0..f2816915955cf 100644
--- a/doc/source/whatsnew/v0.12.0.rst
+++ b/doc/source/whatsnew/v0.12.0.rst
@@ -3,7 +3,13 @@
 v0.12.0 (July 24, 2013)
 ------------------------
 
-{{ common_imports }}
+{{ header }}
+
+.. ipython:: python
+   :suppress:
+
+   from pandas import * # noqa F401, F403
+
 
 This is a major release from 0.11.0 and includes several new features and
 enhancements along with a large number of bug fixes.
diff --git a/doc/source/whatsnew/v0.13.0.rst b/doc/source/whatsnew/v0.13.0.rst
index 037347afb1d59..b11aed9284ab7 100644
--- a/doc/source/whatsnew/v0.13.0.rst
+++ b/doc/source/whatsnew/v0.13.0.rst
@@ -3,7 +3,13 @@
 v0.13.0 (January 3, 2014)
 ---------------------------
 
-{{ common_imports }}
+{{ header }}
+
+.. ipython:: python
+   :suppress:
+
+   from pandas import * # noqa F401, F403
+
 
 This is a major release from 0.12.0 and includes a number of API changes, several new features and
 enhancements along with a large number of bug fixes.
diff --git a/doc/source/whatsnew/v0.13.1.rst b/doc/source/whatsnew/v0.13.1.rst
index 6a1b578cc08fb..63708e2565f4b 100644
--- a/doc/source/whatsnew/v0.13.1.rst
+++ b/doc/source/whatsnew/v0.13.1.rst
@@ -3,7 +3,13 @@
 v0.13.1 (February 3, 2014)
 --------------------------
 
-{{ common_imports }}
+{{ header }}
+
+.. ipython:: python
+   :suppress:
+
+   from pandas import * # noqa F401, F403
+
 
 This is a minor release from 0.13.0 and includes a small number of API changes, several new features,
 enhancements, and performance improvements along with a large number of bug fixes. We recommend that all
diff --git a/doc/source/whatsnew/v0.14.0.rst b/doc/source/whatsnew/v0.14.0.rst
index 9606bbac2a1b3..6ef2a61228ad2 100644
--- a/doc/source/whatsnew/v0.14.0.rst
+++ b/doc/source/whatsnew/v0.14.0.rst
@@ -3,7 +3,13 @@
 v0.14.0 (May 31 , 2014)
 -----------------------
 
-{{ common_imports }}
+{{ header }}
+
+.. ipython:: python
+   :suppress:
+
+   from pandas import * # noqa F401, F403
+
 
 This is a major release from 0.13.1 and includes a small number of API changes, several new features,
 enhancements, and performance improvements along with a large number of bug fixes. We recommend that all
diff --git a/doc/source/whatsnew/v0.14.1.rst b/doc/source/whatsnew/v0.14.1.rst
index 3b0ff5650d90d..3c2a5c60209db 100644
--- a/doc/source/whatsnew/v0.14.1.rst
+++ b/doc/source/whatsnew/v0.14.1.rst
@@ -3,7 +3,13 @@
 v0.14.1 (July 11, 2014)
 -----------------------
 
-{{ common_imports }}
+{{ header }}
+
+.. ipython:: python
+   :suppress:
+
+   from pandas import * # noqa F401, F403
+
 
 This is a minor release from 0.14.0 and includes a small number of API changes, several new features,
 enhancements, and performance improvements along with a large number of bug fixes. We recommend that all
diff --git a/doc/source/whatsnew/v0.15.0.rst b/doc/source/whatsnew/v0.15.0.rst
index 00eda927a9c73..e7a7d8a7e3b06 100644
--- a/doc/source/whatsnew/v0.15.0.rst
+++ b/doc/source/whatsnew/v0.15.0.rst
@@ -3,7 +3,13 @@
 v0.15.0 (October 18, 2014)
 --------------------------
 
-{{ common_imports }}
+{{ header }}
+
+.. ipython:: python
+   :suppress:
+
+   from pandas import * # noqa F401, F403
+
 
 This is a major release from 0.14.1 and includes a small number of API changes, several new features,
 enhancements, and performance improvements along with a large number of bug fixes. We recommend that all
diff --git a/doc/source/whatsnew/v0.15.1.rst b/doc/source/whatsnew/v0.15.1.rst
index 88127d4e1b8d8..be7cf04bcdd68 100644
--- a/doc/source/whatsnew/v0.15.1.rst
+++ b/doc/source/whatsnew/v0.15.1.rst
@@ -3,7 +3,13 @@
 v0.15.1 (November 9, 2014)
 --------------------------
 
-{{ common_imports }}
+{{ header }}
+
+.. ipython:: python
+   :suppress:
+
+   from pandas import * # noqa F401, F403
+
 
 This is a minor bug-fix release from 0.15.0 and includes a small number of API changes, several new features,
 enhancements, and performance improvements along with a large number of bug fixes. We recommend that all
diff --git a/doc/source/whatsnew/v0.15.2.rst b/doc/source/whatsnew/v0.15.2.rst
index dd988cde88145..437dd3f8d3df6 100644
--- a/doc/source/whatsnew/v0.15.2.rst
+++ b/doc/source/whatsnew/v0.15.2.rst
@@ -3,7 +3,13 @@
 v0.15.2 (December 12, 2014)
 ---------------------------
 
-{{ common_imports }}
+{{ header }}
+
+.. ipython:: python
+   :suppress:
+
+   from pandas import * # noqa F401, F403
+
 
 This is a minor release from 0.15.1 and includes a large number of bug fixes
 along with several new features, enhancements, and performance improvements.
diff --git a/doc/source/whatsnew/v0.16.0.rst b/doc/source/whatsnew/v0.16.0.rst
index d394b43a7ec88..8d2d589c44e1b 100644
--- a/doc/source/whatsnew/v0.16.0.rst
+++ b/doc/source/whatsnew/v0.16.0.rst
@@ -3,7 +3,13 @@
 v0.16.0 (March 22, 2015)
 ------------------------
 
-{{ common_imports }}
+{{ header }}
+
+.. ipython:: python
+   :suppress:
+
+   from pandas import * # noqa F401, F403
+
 
 This is a major release from 0.15.2 and includes a small number of API changes, several new features,
 enhancements, and performance improvements along with a large number of bug fixes. We recommend that all
diff --git a/doc/source/whatsnew/v0.16.1.rst b/doc/source/whatsnew/v0.16.1.rst
index aae96a5d63c14..5d98d3715a933 100644
--- a/doc/source/whatsnew/v0.16.1.rst
+++ b/doc/source/whatsnew/v0.16.1.rst
@@ -3,7 +3,13 @@
 v0.16.1 (May 11, 2015)
 ----------------------
 
-{{ common_imports }}
+{{ header }}
+
+.. ipython:: python
+   :suppress:
+
+   from pandas import * # noqa F401, F403
+
 
 This is a minor bug-fix release from 0.16.0 and includes a a large number of
 bug fixes along several new features, enhancements, and performance improvements.
diff --git a/doc/source/whatsnew/v0.16.2.rst b/doc/source/whatsnew/v0.16.2.rst
index acae3a55d5f78..932f70d3e0e19 100644
--- a/doc/source/whatsnew/v0.16.2.rst
+++ b/doc/source/whatsnew/v0.16.2.rst
@@ -3,7 +3,13 @@
 v0.16.2 (June 12, 2015)
 -----------------------
 
-{{ common_imports }}
+{{ header }}
+
+.. ipython:: python
+   :suppress:
+
+   from pandas import * # noqa F401, F403
+
 
 This is a minor bug-fix release from 0.16.1 and includes a a large number of
 bug fixes along some new features (:meth:`~DataFrame.pipe` method), enhancements, and performance improvements.
diff --git a/doc/source/whatsnew/v0.17.0.rst b/doc/source/whatsnew/v0.17.0.rst
index abde8d953f4df..51b86899e1bc5 100644
--- a/doc/source/whatsnew/v0.17.0.rst
+++ b/doc/source/whatsnew/v0.17.0.rst
@@ -3,7 +3,13 @@
 v0.17.0 (October 9, 2015)
 -------------------------
 
-{{ common_imports }}
+{{ header }}
+
+.. ipython:: python
+   :suppress:
+
+   from pandas import * # noqa F401, F403
+
 
 This is a major release from 0.16.2 and includes a small number of API changes, several new features,
 enhancements, and performance improvements along with a large number of bug fixes. We recommend that all
diff --git a/doc/source/whatsnew/v0.17.1.rst b/doc/source/whatsnew/v0.17.1.rst
index 44554a88fba04..77dda4cfb1f44 100644
--- a/doc/source/whatsnew/v0.17.1.rst
+++ b/doc/source/whatsnew/v0.17.1.rst
@@ -3,7 +3,13 @@
 v0.17.1 (November 21, 2015)
 ---------------------------
 
-{{ common_imports }}
+{{ header }}
+
+.. ipython:: python
+   :suppress:
+
+   from pandas import * # noqa F401, F403
+
 
 .. note::
 
diff --git a/doc/source/whatsnew/v0.18.0.rst b/doc/source/whatsnew/v0.18.0.rst
index 5cd4163b1a7a5..da7d409fb8922 100644
--- a/doc/source/whatsnew/v0.18.0.rst
+++ b/doc/source/whatsnew/v0.18.0.rst
@@ -3,7 +3,13 @@
 v0.18.0 (March 13, 2016)
 ------------------------
 
-{{ common_imports }}
+{{ header }}
+
+.. ipython:: python
+   :suppress:
+
+   from pandas import * # noqa F401, F403
+
 
 This is a major release from 0.17.1 and includes a small number of API changes, several new features,
 enhancements, and performance improvements along with a large number of bug fixes. We recommend that all
diff --git a/doc/source/whatsnew/v0.18.1.rst b/doc/source/whatsnew/v0.18.1.rst
index 1dc01d7f1f745..65f0285ad32c9 100644
--- a/doc/source/whatsnew/v0.18.1.rst
+++ b/doc/source/whatsnew/v0.18.1.rst
@@ -3,7 +3,13 @@
 v0.18.1 (May 3, 2016)
 ---------------------
 
-{{ common_imports }}
+{{ header }}
+
+.. ipython:: python
+   :suppress:
+
+   from pandas import * # noqa F401, F403
+
 
 This is a minor bug-fix release from 0.18.0 and includes a large number of
 bug fixes along with several new features, enhancements, and performance improvements.
diff --git a/doc/source/whatsnew/v0.19.0.rst b/doc/source/whatsnew/v0.19.0.rst
index 467319a4527d1..1e4e7a6c80fa4 100644
--- a/doc/source/whatsnew/v0.19.0.rst
+++ b/doc/source/whatsnew/v0.19.0.rst
@@ -3,7 +3,13 @@
 v0.19.0 (October 2, 2016)
 -------------------------
 
-{{ common_imports }}
+{{ header }}
+
+.. ipython:: python
+   :suppress:
+
+   from pandas import * # noqa F401, F403
+
 
 This is a major release from 0.18.1 and includes number of API changes, several new features,
 enhancements, and performance improvements along with a large number of bug fixes. We recommend that all
diff --git a/doc/source/whatsnew/v0.19.1.rst b/doc/source/whatsnew/v0.19.1.rst
index 0c909fa4195d7..12f3e985565e0 100644
--- a/doc/source/whatsnew/v0.19.1.rst
+++ b/doc/source/whatsnew/v0.19.1.rst
@@ -3,7 +3,13 @@
 v0.19.1 (November 3, 2016)
 --------------------------
 
-{{ common_imports }}
+{{ header }}
+
+.. ipython:: python
+   :suppress:
+
+   from pandas import * # noqa F401, F403
+
 
 This is a minor bug-fix release from 0.19.0 and includes some small regression fixes,
 bug fixes and performance improvements.
diff --git a/doc/source/whatsnew/v0.19.2.rst b/doc/source/whatsnew/v0.19.2.rst
index 1cded6d2c94e2..14310ceb45b4a 100644
--- a/doc/source/whatsnew/v0.19.2.rst
+++ b/doc/source/whatsnew/v0.19.2.rst
@@ -3,7 +3,13 @@
 v0.19.2 (December 24, 2016)
 ---------------------------
 
-{{ common_imports }}
+{{ header }}
+
+.. ipython:: python
+   :suppress:
+
+   from pandas import * # noqa F401, F403
+
 
 This is a minor bug-fix release in the 0.19.x series and includes some small regression fixes,
 bug fixes and performance improvements.
diff --git a/doc/source/whatsnew/v0.20.0.rst b/doc/source/whatsnew/v0.20.0.rst
index 8456449ee4419..ef422f991464f 100644
--- a/doc/source/whatsnew/v0.20.0.rst
+++ b/doc/source/whatsnew/v0.20.0.rst
@@ -3,7 +3,13 @@
 v0.20.1 (May 5, 2017)
 ---------------------
 
-{{ common_imports }}
+{{ header }}
+
+.. ipython:: python
+   :suppress:
+
+   from pandas import * # noqa F401, F403
+
 
 This is a major release from 0.19.2 and includes a number of API changes, deprecations, new features,
 enhancements, and performance improvements along with a large number of bug fixes. We recommend that all
diff --git a/doc/source/whatsnew/v0.20.2.rst b/doc/source/whatsnew/v0.20.2.rst
index 784cd09edff30..b2592579eb03f 100644
--- a/doc/source/whatsnew/v0.20.2.rst
+++ b/doc/source/whatsnew/v0.20.2.rst
@@ -3,7 +3,13 @@
 v0.20.2 (June 4, 2017)
 ----------------------
 
-{{ common_imports }}
+{{ header }}
+
+.. ipython:: python
+   :suppress:
+
+   from pandas import * # noqa F401, F403
+
 
 This is a minor bug-fix release in the 0.20.x series and includes some small regression fixes,
 bug fixes and performance improvements.
diff --git a/doc/source/whatsnew/v0.20.3.rst b/doc/source/whatsnew/v0.20.3.rst
index 47bfcc761b088..99f7ff2e36d25 100644
--- a/doc/source/whatsnew/v0.20.3.rst
+++ b/doc/source/whatsnew/v0.20.3.rst
@@ -3,7 +3,13 @@
 v0.20.3 (July 7, 2017)
 -----------------------
 
-{{ common_imports }}
+{{ header }}
+
+.. ipython:: python
+   :suppress:
+
+   from pandas import * # noqa F401, F403
+
 
 This is a minor bug-fix release in the 0.20.x series and includes some small regression fixes
 and bug fixes. We recommend that all users upgrade to this version.
diff --git a/doc/source/whatsnew/v0.21.0.rst b/doc/source/whatsnew/v0.21.0.rst
index c9a90f3ada7e5..73bdedb3d3194 100644
--- a/doc/source/whatsnew/v0.21.0.rst
+++ b/doc/source/whatsnew/v0.21.0.rst
@@ -3,7 +3,13 @@
 v0.21.0 (October 27, 2017)
 --------------------------
 
-{{ common_imports }}
+{{ header }}
+
+.. ipython:: python
+   :suppress:
+
+   from pandas import * # noqa F401, F403
+
 
 This is a major release from 0.20.3 and includes a number of API changes, deprecations, new features,
 enhancements, and performance improvements along with a large number of bug fixes. We recommend that all
diff --git a/doc/source/whatsnew/v0.21.1.rst b/doc/source/whatsnew/v0.21.1.rst
index bf13d5d67ed63..c8897ca86e8cf 100644
--- a/doc/source/whatsnew/v0.21.1.rst
+++ b/doc/source/whatsnew/v0.21.1.rst
@@ -3,7 +3,13 @@
 v0.21.1 (December 12, 2017)
 ---------------------------
 
-{{ common_imports }}
+{{ header }}
+
+.. ipython:: python
+   :suppress:
+
+   from pandas import * # noqa F401, F403
+
 
 This is a minor bug-fix release in the 0.21.x series and includes some small regression fixes,
 bug fixes and performance improvements.
diff --git a/doc/source/whatsnew/v0.22.0.rst b/doc/source/whatsnew/v0.22.0.rst
index f05b84a9d8902..1fb87c9f5433f 100644
--- a/doc/source/whatsnew/v0.22.0.rst
+++ b/doc/source/whatsnew/v0.22.0.rst
@@ -3,7 +3,13 @@
 v0.22.0 (December 29, 2017)
 ---------------------------
 
-{{ common_imports }}
+{{ header }}
+
+.. ipython:: python
+   :suppress:
+
+   from pandas import * # noqa F401, F403
+
 
 This is a major release from 0.21.1 and includes a single, API-breaking change.
 We recommend that all users upgrade to this version after carefully reading the
diff --git a/doc/source/whatsnew/v0.23.0.rst b/doc/source/whatsnew/v0.23.0.rst
index f84517a3e3b9c..d8eb337fd27d2 100644
--- a/doc/source/whatsnew/v0.23.0.rst
+++ b/doc/source/whatsnew/v0.23.0.rst
@@ -3,7 +3,13 @@
 What's new in 0.23.0 (May 15, 2018)
 -----------------------------------
 
-{{ common_imports }}
+{{ header }}
+
+.. ipython:: python
+   :suppress:
+
+   from pandas import * # noqa F401, F403
+
 
 This is a major release from 0.22.0 and includes a number of API changes,
 deprecations, new features, enhancements, and performance improvements along
diff --git a/doc/source/whatsnew/v0.23.1.rst b/doc/source/whatsnew/v0.23.1.rst
index e8e0060c48337..f8bfced171a7c 100644
--- a/doc/source/whatsnew/v0.23.1.rst
+++ b/doc/source/whatsnew/v0.23.1.rst
@@ -3,7 +3,13 @@
 What's New in 0.23.1 (June 12, 2018)
 ------------------------------------
 
-{{ common_imports }}
+{{ header }}
+
+.. ipython:: python
+   :suppress:
+
+   from pandas import * # noqa F401, F403
+
 
 This is a minor bug-fix release in the 0.23.x series and includes some small regression fixes
 and bug fixes. We recommend that all users upgrade to this version.
diff --git a/doc/source/whatsnew/v0.23.2.rst b/doc/source/whatsnew/v0.23.2.rst
index 573a30f17846b..9523724827722 100644
--- a/doc/source/whatsnew/v0.23.2.rst
+++ b/doc/source/whatsnew/v0.23.2.rst
@@ -3,7 +3,13 @@
 What's New in 0.23.2 (July 5, 2018)
 -----------------------------------
 
-{{ common_imports }}
+{{ header }}
+
+.. ipython:: python
+   :suppress:
+
+   from pandas import * # noqa F401, F403
+
 
 This is a minor bug-fix release in the 0.23.x series and includes some small regression fixes
 and bug fixes. We recommend that all users upgrade to this version.
diff --git a/doc/source/whatsnew/v0.23.3.rst b/doc/source/whatsnew/v0.23.3.rst
index 29758e54b437b..3b1a0cfa5f273 100644
--- a/doc/source/whatsnew/v0.23.3.rst
+++ b/doc/source/whatsnew/v0.23.3.rst
@@ -3,7 +3,7 @@
 What's New in 0.23.3 (July 7, 2018)
 -----------------------------------
 
-{{ common_imports }}
+{{ header }}
 
 This release fixes a build issue with the sdist for Python 3.7 (:issue:`21785`)
 There are no other changes.
diff --git a/doc/source/whatsnew/v0.23.4.rst b/doc/source/whatsnew/v0.23.4.rst
index c8f08d0bb7091..75fb18a648d0a 100644
--- a/doc/source/whatsnew/v0.23.4.rst
+++ b/doc/source/whatsnew/v0.23.4.rst
@@ -3,7 +3,13 @@
 What's New in 0.23.4 (August 3, 2018)
 -------------------------------------
 
-{{ common_imports }}
+{{ header }}
+
+.. ipython:: python
+   :suppress:
+
+   from pandas import * # noqa F401, F403
+
 
 This is a minor bug-fix release in the 0.23.x series and includes some small regression fixes
 and bug fixes. We recommend that all users upgrade to this version.
diff --git a/doc/source/whatsnew/v0.24.0.rst b/doc/source/whatsnew/v0.24.0.rst
index 53ae3200d2adb..a91c62250ef9d 100644
--- a/doc/source/whatsnew/v0.24.0.rst
+++ b/doc/source/whatsnew/v0.24.0.rst
@@ -8,7 +8,13 @@ What's New in 0.24.0 (Month XX, 2018)
    Starting January 1, 2019, pandas feature releases will support Python 3 only.
    See :ref:`install.dropping-27` for more.
 
-{{ common_imports }}
+{{ header }}
+
+.. ipython:: python
+   :suppress:
+
+   from pandas import * # noqa F401, F403
+
 
 These are the changes in pandas 0.24.0. See :ref:`release` for a full changelog
 including other versions of pandas.
diff --git a/doc/source/whatsnew/v0.4.x.rst b/doc/source/whatsnew/v0.4.x.rst
index e54614849c93b..ebf5286a41b6e 100644
--- a/doc/source/whatsnew/v0.4.x.rst
+++ b/doc/source/whatsnew/v0.4.x.rst
@@ -3,7 +3,7 @@
 v.0.4.3 through v0.4.1 (September 25 - October 9, 2011)
 -------------------------------------------------------
 
-{{ common_imports }}
+{{ header }}
 
 New Features
 ~~~~~~~~~~~~
diff --git a/doc/source/whatsnew/v0.5.0.rst b/doc/source/whatsnew/v0.5.0.rst
index c6d17cb1e1290..4e635a5fe6859 100644
--- a/doc/source/whatsnew/v0.5.0.rst
+++ b/doc/source/whatsnew/v0.5.0.rst
@@ -4,7 +4,13 @@
 v.0.5.0 (October 24, 2011)
 --------------------------
 
-{{ common_imports }}
+{{ header }}
+
+.. ipython:: python
+   :suppress:
+
+   from pandas import * # noqa F401, F403
+
 
 New Features
 ~~~~~~~~~~~~
diff --git a/doc/source/whatsnew/v0.6.0.rst b/doc/source/whatsnew/v0.6.0.rst
index de45b3b383129..ba2c6aec40f50 100644
--- a/doc/source/whatsnew/v0.6.0.rst
+++ b/doc/source/whatsnew/v0.6.0.rst
@@ -3,7 +3,13 @@
 v.0.6.0 (November 25, 2011)
 ---------------------------
 
-{{ common_imports }}
+{{ header }}
+
+.. ipython:: python
+   :suppress:
+
+   from pandas import * # noqa F401, F403
+
 
 New Features
 ~~~~~~~~~~~~
diff --git a/doc/source/whatsnew/v0.7.0.rst b/doc/source/whatsnew/v0.7.0.rst
index e278bc0738108..7049e836e2034 100644
--- a/doc/source/whatsnew/v0.7.0.rst
+++ b/doc/source/whatsnew/v0.7.0.rst
@@ -3,7 +3,13 @@
 v.0.7.0 (February 9, 2012)
 --------------------------
 
-{{ common_imports }}
+{{ header }}
+
+.. ipython:: python
+   :suppress:
+
+   from pandas import * # noqa F401, F403
+
 
 New features
 ~~~~~~~~~~~~
diff --git a/doc/source/whatsnew/v0.7.1.rst b/doc/source/whatsnew/v0.7.1.rst
index f1a133797fd59..db14c5af71923 100644
--- a/doc/source/whatsnew/v0.7.1.rst
+++ b/doc/source/whatsnew/v0.7.1.rst
@@ -3,7 +3,13 @@
 v.0.7.1 (February 29, 2012)
 ---------------------------
 
-{{ common_imports }}
+{{ header }}
+
+.. ipython:: python
+   :suppress:
+
+   from pandas import * # noqa F401, F403
+
 
 This release includes a few new features and addresses over a dozen bugs in
 0.7.0.
diff --git a/doc/source/whatsnew/v0.7.2.rst b/doc/source/whatsnew/v0.7.2.rst
index b870db956f4f1..4898a209fb33b 100644
--- a/doc/source/whatsnew/v0.7.2.rst
+++ b/doc/source/whatsnew/v0.7.2.rst
@@ -3,7 +3,13 @@
 v.0.7.2 (March 16, 2012)
 ---------------------------
 
-{{ common_imports }}
+{{ header }}
+
+.. ipython:: python
+   :suppress:
+
+   from pandas import * # noqa F401, F403
+
 
 This release targets bugs in 0.7.1, and adds a few minor features.
 
diff --git a/doc/source/whatsnew/v0.7.3.rst b/doc/source/whatsnew/v0.7.3.rst
index 30e22f105656c..6f7927499db78 100644
--- a/doc/source/whatsnew/v0.7.3.rst
+++ b/doc/source/whatsnew/v0.7.3.rst
@@ -3,7 +3,13 @@
 v.0.7.3 (April 12, 2012)
 ------------------------
 
-{{ common_imports }}
+{{ header }}
+
+.. ipython:: python
+   :suppress:
+
+   from pandas import * # noqa F401, F403
+
 
 This is a minor release from 0.7.2 and fixes many minor bugs and adds a number
 of nice new features. There are also a couple of API changes to note; these
diff --git a/doc/source/whatsnew/v0.8.0.rst b/doc/source/whatsnew/v0.8.0.rst
index eedaaa3dfa8bd..3457774f98811 100644
--- a/doc/source/whatsnew/v0.8.0.rst
+++ b/doc/source/whatsnew/v0.8.0.rst
@@ -3,7 +3,13 @@
 v0.8.0 (June 29, 2012)
 ------------------------
 
-{{ common_imports }}
+{{ header }}
+
+.. ipython:: python
+   :suppress:
+
+   from pandas import * # noqa F401, F403
+
 
 This is a major release from 0.7.3 and includes extensive work on the time
 series handling and processing infrastructure as well as a great deal of new
diff --git a/doc/source/whatsnew/v0.8.1.rst b/doc/source/whatsnew/v0.8.1.rst
index 468b99341163c..20338cf79215c 100644
--- a/doc/source/whatsnew/v0.8.1.rst
+++ b/doc/source/whatsnew/v0.8.1.rst
@@ -3,7 +3,13 @@
 v0.8.1 (July 22, 2012)
 ----------------------
 
-{{ common_imports }}
+{{ header }}
+
+.. ipython:: python
+   :suppress:
+
+   from pandas import * # noqa F401, F403
+
 
 This release includes a few new features, performance enhancements, and over 30
 bug fixes from 0.8.0.  New features include notably NA friendly string
diff --git a/doc/source/whatsnew/v0.9.0.rst b/doc/source/whatsnew/v0.9.0.rst
index ee4e8c338c984..eebc044255bbc 100644
--- a/doc/source/whatsnew/v0.9.0.rst
+++ b/doc/source/whatsnew/v0.9.0.rst
@@ -1,6 +1,12 @@
 .. _whatsnew_0900:
 
-{{ common_imports }}
+{{ header }}
+
+.. ipython:: python
+   :suppress:
+
+   from pandas import * # noqa F401, F403
+
 
 v0.9.0 (October 7, 2012)
 ------------------------
diff --git a/doc/source/whatsnew/v0.9.1.rst b/doc/source/whatsnew/v0.9.1.rst
index fe3de9be95a74..6620f644cf527 100644
--- a/doc/source/whatsnew/v0.9.1.rst
+++ b/doc/source/whatsnew/v0.9.1.rst
@@ -3,7 +3,13 @@
 v0.9.1 (November 14, 2012)
 --------------------------
 
-{{ common_imports }}
+{{ header }}
+
+.. ipython:: python
+   :suppress:
+
+   from pandas import * # noqa F401, F403
+
 
 This is a bug fix release from 0.9.0 and includes several new features and
 enhancements along with a large number of bug fixes. The new features include
diff --git a/setup.cfg b/setup.cfg
index 44df79d1b60d2..defecfbb158de 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -31,6 +31,9 @@ exclude =
     env  # exclude asv benchmark environments from linting
 
 [flake8-rst]
+bootstrap =
+    import pandas as pd
+    import numpy as np
 ignore = E402,  # module level import not at top of file
          W503,  # line break before binary operator
 exclude =
diff --git a/tmp.xlsx b/tmp.xlsx
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HcmV?d00001


From 27eab4a09d07328bea07a7b418f5cd1b1c665abd Mon Sep 17 00:00:00 2001
From: Saurav Chakravorty <sauravchakravorty@gmail.com>
Date: Fri, 7 Dec 2018 23:24:02 +0530
Subject: [PATCH 2/2] DOC: Std header for rst. Remove #noqa

---
 doc/source/comparison_with_sas.rst   | 7 ++++---
 doc/source/comparison_with_sql.rst   | 3 ++-
 doc/source/comparison_with_stata.rst | 5 ++---
 doc/source/contributing.rst          | 6 ++++--
 doc/source/install.rst               | 3 +--
 doc/source/io.rst                    | 3 ++-
 setup.cfg                            | 5 ++++-
 7 files changed, 19 insertions(+), 13 deletions(-)

diff --git a/doc/source/comparison_with_sas.rst b/doc/source/comparison_with_sas.rst
index abc1edd6f6385..d24647df81808 100644
--- a/doc/source/comparison_with_sas.rst
+++ b/doc/source/comparison_with_sas.rst
@@ -1,6 +1,7 @@
-.. currentmodule:: pandas
 .. _compare_with_sas:
 
+{{ header }}
+
 Comparison with SAS
 ********************
 For potential users coming from `SAS <https://en.wikipedia.org/wiki/SAS_(software)>`__
@@ -14,8 +15,8 @@ As is customary, we import pandas and NumPy as follows:
 
 .. ipython:: python
 
-    import pandas as pd    # noqa: F811
-    import numpy as np     # noqa: F811
+    import pandas as pd
+    import numpy as np
 
 
 .. note::
diff --git a/doc/source/comparison_with_sql.rst b/doc/source/comparison_with_sql.rst
index 021f37eb5c66f..366fdd546f58b 100644
--- a/doc/source/comparison_with_sql.rst
+++ b/doc/source/comparison_with_sql.rst
@@ -1,6 +1,7 @@
-.. currentmodule:: pandas
 .. _compare_with_sql:
 
+{{ header }}
+
 Comparison with SQL
 ********************
 Since many potential pandas users have some familiarity with
diff --git a/doc/source/comparison_with_stata.rst b/doc/source/comparison_with_stata.rst
index e039843b22065..bf2b03176ecd8 100644
--- a/doc/source/comparison_with_stata.rst
+++ b/doc/source/comparison_with_stata.rst
@@ -1,6 +1,7 @@
-.. currentmodule:: pandas
 .. _compare_with_stata:
 
+{{ header }}
+
 Comparison with Stata
 *********************
 For potential users coming from `Stata <https://en.wikipedia.org/wiki/Stata>`__
@@ -675,5 +676,3 @@ If out of core processing is needed, one possibility is the
 `dask.dataframe <http://dask.pydata.org/en/latest/dataframe.html>`_
 library, which provides a subset of pandas functionality for an
 on-disk ``DataFrame``.
-
-
diff --git a/doc/source/contributing.rst b/doc/source/contributing.rst
index 83581d0258ed3..2ce3649666346 100644
--- a/doc/source/contributing.rst
+++ b/doc/source/contributing.rst
@@ -1,5 +1,7 @@
 .. _contributing:
 
+{{ header }}
+
 **********************
 Contributing to pandas
 **********************
@@ -816,8 +818,8 @@ We would name this file ``test_cool_feature.py`` and put in an appropriate place
 .. code-block:: python
 
    import pytest
-   import numpy as np        # noqa: F811
-   import pandas as pd       # noqa: F811
+   import numpy as np
+   import pandas as pd
 
 
    @pytest.mark.parametrize('dtype', ['int8', 'int16', 'int32', 'int64'])
diff --git a/doc/source/install.rst b/doc/source/install.rst
index b290b940c27fc..d939b14fd064a 100644
--- a/doc/source/install.rst
+++ b/doc/source/install.rst
@@ -1,6 +1,6 @@
 .. _install:
 
-.. currentmodule:: pandas
+{{ header }}
 
 ============
 Installation
@@ -207,7 +207,6 @@ installed), make sure you have `pytest
 
 ::
 
-    >>> import pandas as pd  # noqa: F811
     >>> pd.test()
     running: pytest --skip-slow --skip-network C:\Users\TP\Anaconda3\envs\py36\lib\site-packages\pandas
     ============================= test session starts =============================
diff --git a/doc/source/io.rst b/doc/source/io.rst
index f1439e4a7a049..999e3337a33a7 100644
--- a/doc/source/io.rst
+++ b/doc/source/io.rst
@@ -5,6 +5,7 @@
 .. ipython:: python
    :suppress:
 
+   randn = np.random.randn
    clipdf = pd.DataFrame({'A': [1, 2, 3], 'B': [4, 5, 6], 'C': ['p', 'q', 'r']},
                          index=['x', 'y', 'z'])
 
@@ -442,7 +443,7 @@ worth trying.
    :suppress:
 
    import os
-   
+
    os.remove('foo.csv')
 
 .. _io.categorical:
diff --git a/setup.cfg b/setup.cfg
index defecfbb158de..bfffe56e088eb 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -73,6 +73,7 @@ exclude =
     doc/source/basics.rst
     doc/source/categorical.rst
     doc/source/contributing_docstring.rst
+    doc/source/contributing.rst
     doc/source/dsintro.rst
     doc/source/enhancingperf.rst
     doc/source/extending.rst
@@ -82,6 +83,9 @@ exclude =
     doc/source/missing_data.rst
     doc/source/options.rst
     doc/source/release.rst
+    doc/source/comparison_with_sas.rst
+    doc/source/comparison_with_sql.rst
+    doc/source/comparison_with_stata.rst
     doc/source/reshaping.rst
     doc/source/visualization.rst
 
@@ -400,4 +404,3 @@ skip=
     asv_bench/benchmarks/sparse.py,
     asv_bench/benchmarks/stat_ops.py,
     asv_bench/benchmarks/timeseries.py
-