diff --git a/doc/source/reference/indexing.rst b/doc/source/reference/indexing.rst
index 6d27e225b681e..8931caf394388 100644
--- a/doc/source/reference/indexing.rst
+++ b/doc/source/reference/indexing.rst
@@ -190,6 +190,9 @@ Numeric Index
.. autosummary::
:toctree: api/
+ RangeIndex.start
+ RangeIndex.stop
+ RangeIndex.step
RangeIndex.from_range
.. _api.categoricalindex:
diff --git a/doc/source/reference/series.rst b/doc/source/reference/series.rst
index 92f62a812d23b..a061f696f4b30 100644
--- a/doc/source/reference/series.rst
+++ b/doc/source/reference/series.rst
@@ -473,6 +473,7 @@ strings and apply several methods to it. These can be accessed like
Series.cat
Series.dt
Series.sparse
+ DataFrame.sparse
Index.str
.. _api.series.cat:
diff --git a/doc/source/user_guide/sparse.rst b/doc/source/user_guide/sparse.rst
index 09ed895a847ff..6ee11bd78fee9 100644
--- a/doc/source/user_guide/sparse.rst
+++ b/doc/source/user_guide/sparse.rst
@@ -77,6 +77,8 @@ A sparse array can be converted to a regular (dense) ndarray with :meth:`numpy.a
np.asarray(sparr)
+.. _sparse.dtype:
+
SparseDtype
-----------
diff --git a/doc/source/whatsnew/v0.20.0.rst b/doc/source/whatsnew/v0.20.0.rst
index 55b5f12d3ea70..8e6ad07ec8435 100644
--- a/doc/source/whatsnew/v0.20.0.rst
+++ b/doc/source/whatsnew/v0.20.0.rst
@@ -1564,7 +1564,7 @@ Removal of prior version deprecations/changes
- The ``pandas.rpy`` module is removed. Similar functionality can be accessed
through the `rpy2 `__ project.
- See the :ref:`R interfacing docs `__ for more details.
+ See the `R interfacing docs `__ for more details.
- The ``pandas.io.ga`` module with a ``google-analytics`` interface is removed (:issue:`11308`).
Similar functionality can be found in the `Google2Pandas `__ package.
- ``pd.to_datetime`` and ``pd.to_timedelta`` have dropped the ``coerce`` parameter in favor of ``errors`` (:issue:`13602`)
diff --git a/pandas/core/frame.py b/pandas/core/frame.py
index ef406ce3d6b02..d2d0525a0a0ff 100644
--- a/pandas/core/frame.py
+++ b/pandas/core/frame.py
@@ -6284,8 +6284,8 @@ def _gotitem(self,
index (default) or the column axis. This behavior is different from
`numpy` aggregation functions (`mean`, `median`, `prod`, `sum`, `std`,
`var`), where the default is to compute the aggregation of the flattened
- array, e.g., ``numpy.mean(arr_2d)`` as opposed to ``numpy.mean(arr_2d,
- axis=0)``.
+ array, e.g., ``numpy.mean(arr_2d)`` as opposed to
+ ``numpy.mean(arr_2d, axis=0)``.
`agg` is an alias for `aggregate`. Use the alias.
diff --git a/pandas/core/strings.py b/pandas/core/strings.py
index bd756491abd2f..619b49438cdbb 100644
--- a/pandas/core/strings.py
+++ b/pandas/core/strings.py
@@ -2360,13 +2360,13 @@ def cat(self, others=None, sep=None, na_rep=None, join=None):
See Also
--------
- Series.str.split : Split strings around given separator/delimiter.
- Series.str.rsplit : Splits string around given separator/delimiter,
- starting from the right.
- Series.str.join : Join lists contained as elements in the Series/Index
- with passed delimiter.
- str.split : Standard library version for split.
- str.rsplit : Standard library version for rsplit.
+ Series.str.split : Split strings around given separator/delimiter.
+ Series.str.rsplit : Splits string around given separator/delimiter,
+ starting from the right.
+ Series.str.join : Join lists contained as elements in the Series/Index
+ with passed delimiter.
+ str.split : Standard library version for split.
+ str.rsplit : Standard library version for rsplit.
Notes
-----
@@ -2383,7 +2383,12 @@ def cat(self, others=None, sep=None, na_rep=None, join=None):
Examples
--------
>>> s = pd.Series(["this is a regular sentence",
- "https://docs.python.org/3/tutorial/index.html", np.nan])
+ ... "https://docs.python.org/3/tutorial/index.html",
+ ... np.nan])
+ 0 this is a regular sentence
+ 1 https://docs.python.org/3/tutorial/index.html
+ 2 NaN
+ dtype: object
In the default setting, the string is split by whitespace.
@@ -2434,7 +2439,6 @@ def cat(self, others=None, sep=None, na_rep=None, join=None):
0 this is a regular
1 https://docs.python.org/3/tutorial/index.html None None None
2 NaN NaN NaN NaN \
-
4
0 sentence
1 None
diff --git a/pandas/core/tools/datetimes.py b/pandas/core/tools/datetimes.py
index 73119671550a5..8e6331fe44e6b 100644
--- a/pandas/core/tools/datetimes.py
+++ b/pandas/core/tools/datetimes.py
@@ -456,7 +456,7 @@ def to_datetime(arg, errors='raise', dayfirst=False, yearfirst=False,
- If False returns ndarray of values.
.. deprecated:: 0.25.0
- Use :meth:`.to_numpy` or :meth:`Timestamp.to_datetime64`
+ Use :meth:`Series.to_numpy` or :meth:`Timestamp.to_datetime64`
instead to get an ndarray of values or numpy.datetime64,
respectively.
diff --git a/pandas/core/tools/timedeltas.py b/pandas/core/tools/timedeltas.py
index 41dca3bfe7500..5e89b73c8754e 100644
--- a/pandas/core/tools/timedeltas.py
+++ b/pandas/core/tools/timedeltas.py
@@ -44,7 +44,7 @@ def to_timedelta(arg, unit='ns', box=True, errors='raise'):
values of dtype timedelta64[ns].
.. deprecated:: 0.25.0
- Use :meth:`.to_numpy` or :meth:`Timedelta.to_timedelta64`
+ Use :meth:`Series.to_numpy` or :meth:`Timedelta.to_timedelta64`
instead to get an ndarray of values or numpy.timedelta64,
respectively.