DOC: fix sphinx warnings/errors

Author: jorisvandenbossche

doc/source/computation.rst

@@ -428,15 +428,13 @@ Using a non-regular, but still monotonic index, rolling with an integer window d
 
 .. ipython:: python
 
-
-   dft = DataFrame({'B': [0, 1, 2, np.nan, 4]},
-                   index = pd.Index([pd.Timestamp('20130101 09:00:00'),
-                                     pd.Timestamp('20130101 09:00:02'),
-                                     pd.Timestamp('20130101 09:00:03'),
-                                     pd.Timestamp('20130101 09:00:05'),
-                                     pd.Timestamp('20130101 09:00:06')],
-                                    name='foo'))
-
+   dft = pd.DataFrame({'B': [0, 1, 2, np.nan, 4]},
+                      index = pd.Index([pd.Timestamp('20130101 09:00:00'),
+                                        pd.Timestamp('20130101 09:00:02'),
+                                        pd.Timestamp('20130101 09:00:03'),
+                                        pd.Timestamp('20130101 09:00:05'),
+                                        pd.Timestamp('20130101 09:00:06')],
+                                       name='foo'))
    dft
    dft.rolling(2).sum()
 

doc/source/ecosystem.rst

@@ -25,7 +25,7 @@ Statistics and Machine Learning
 -------------------------------
 
 `Statsmodels <http://www.statsmodels.org/>`__
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
 Statsmodels is the prominent python "statistics and econometrics library" and it has
 a long-standing special relationship with pandas. Statsmodels provides powerful statistics,
@@ -78,7 +78,7 @@ more advanced types of plots then those offered by pandas.
 
 The `Vincent <https://github.com/wrobstory/vincent>`__ project leverages `Vega <https://github.com/trifacta/vega>`__
 (that in turn, leverages `d3 <http://d3js.org/>`__) to create
-plots. Although functional, as of Summer 2016 the Vincent project has not been updated 
+plots. Although functional, as of Summer 2016 the Vincent project has not been updated
 in over two years and is `unlikely to receive further updates <https://github.com/wrobstory/vincent#2015-08-12-update>`__.
 
 `IPython Vega <https://github.com/vega/ipyvega>`__
@@ -130,7 +130,7 @@ qgrid is "an interactive grid for sorting and filtering
 DataFrames in IPython Notebook" built with SlickGrid.
 
 `Spyder <https://github.com/spyder-ide/spyder/>`__
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
 Spyder is a cross-platform Qt-based open-source Python IDE with
 editing, testing, debugging, and introspection features.

doc/source/whatsnew/v0.17.0.txt

@@ -965,7 +965,7 @@ Deprecations
 - ``TimeSeries`` deprecated in favor of ``Series`` (note that this has been an alias since 0.13.0), (:issue:`10890`)
 - ``SparsePanel`` deprecated and will be removed in a future version (:issue:`11157`).
 - ``Series.is_time_series`` deprecated in favor of ``Series.index.is_all_dates`` (:issue:`11135`)
-- Legacy offsets (like ``'A@JAN'``) listed in :ref:`here <timeseries.legacyaliases>` are deprecated (note that this has been alias since 0.8.0), (:issue:`10878`)
+- Legacy offsets (like ``'A@JAN'``) are deprecated (note that this has been alias since 0.8.0) (:issue:`10878`)
 - ``WidePanel`` deprecated in favor of ``Panel``, ``LongPanel`` in favor of ``DataFrame`` (note these have been aliases since < 0.11.0), (:issue:`10892`)
 - ``DataFrame.convert_objects`` has been deprecated in favor of type-specific functions ``pd.to_datetime``, ``pd.to_timestamp`` and ``pd.to_numeric`` (new in 0.17.0) (:issue:`11133`).
 

doc/source/whatsnew/v0.8.0.txt

@@ -134,7 +134,7 @@ Other new features
 - Move to klib-based hash tables for indexing; better performance and less
   memory usage than Python's dict
 - Add first, last, min, max, and prod optimized GroupBy functions
-- New :ref:`ordered_merge <merging.ordered_merge>` function
+- New :ref:`ordered_merge <merging.merge_ordered>` function
 - Add flexible :ref:`comparison <basics.binop>` instance methods eq, ne, lt,
   gt, etc. to DataFrame, Series
 - Improve :ref:`scatter_matrix <visualization.scatter_matrix>` plotting
@@ -271,4 +271,3 @@ unique. In many cases it will no longer fail (some method like ``append`` still
 check for uniqueness unless disabled). However, all is not lost: you can
 inspect ``index.is_unique`` and raise an exception explicitly if it is
 ``False`` or go to a different code branch.
-