From 777fe4cf172b6975f1125f3e9f2bb7b1396bed24 Mon Sep 17 00:00:00 2001
From: zangell44 <42625717+zangell44@users.noreply.github.com>
Date: Tue, 12 Feb 2019 18:27:22 -0500
Subject: [PATCH 01/29] pandas.plotting.bootstrap_plot doc updated

---
 pandas/plotting/_misc.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pandas/plotting/_misc.py b/pandas/plotting/_misc.py
index 62a33245f99ef..21592a5b4a0a1 100644
--- a/pandas/plotting/_misc.py
+++ b/pandas/plotting/_misc.py
@@ -390,7 +390,7 @@ def bootstrap_plot(series, fig=None, size=50, samples=500, **kwds):
     Returns
     -------
     fig : matplotlib.figure.Figure
-        Matplotlib figure
+        Matplotlib figure.
 
     See Also
     --------

From a595cace6b3c72cfcb3faffdb1fed3c533ec8ec5 Mon Sep 17 00:00:00 2001
From: zangell44 <42625717+zangell44@users.noreply.github.com>
Date: Tue, 12 Feb 2019 18:41:32 -0500
Subject: [PATCH 02/29] generic aggregate docstring updated

---
 pandas/core/generic.py | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/pandas/core/generic.py b/pandas/core/generic.py
index c886493f90eaf..c55d37f334fb4 100644
--- a/pandas/core/generic.py
+++ b/pandas/core/generic.py
@@ -4950,10 +4950,10 @@ def pipe(self, func, *args, **kwargs):
     Returns
     -------
     DataFrame, Series or scalar
-        If DataFrame.agg is called with a single function, returns a Series
-        If DataFrame.agg is called with several functions, returns a DataFrame
-        If Series.agg is called with single function, returns a scalar
-        If Series.agg is called with several functions, returns a Series
+        If DataFrame.agg is called with a single function, returns a Series.
+        If DataFrame.agg is called with several functions, returns a DataFrame.
+        If Series.agg is called with single function, returns a scalar.
+        If Series.agg is called with several functions, returns a Series.
 
     %(see_also)s
 

From 507d21e3ede7016cc7981bfb32a07a65965823aa Mon Sep 17 00:00:00 2001
From: zangell44 <42625717+zangell44@users.noreply.github.com>
Date: Tue, 12 Feb 2019 18:42:49 -0500
Subject: [PATCH 03/29] generic clip method docstring updated

---
 pandas/core/generic.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pandas/core/generic.py b/pandas/core/generic.py
index c55d37f334fb4..d429086a1d75f 100644
--- a/pandas/core/generic.py
+++ b/pandas/core/generic.py
@@ -7235,7 +7235,7 @@ def clip(self, lower=None, upper=None, axis=None, inplace=False,
         -------
         Series or DataFrame
             Same type as calling object with the values outside the
-            clip boundaries replaced
+            clip boundaries replaced.
 
         Examples
         --------

From 950f272306e06a900eabf30c0299ba19b1aeb1b0 Mon Sep 17 00:00:00 2001
From: zangell44 <42625717+zangell44@users.noreply.github.com>
Date: Tue, 12 Feb 2019 18:44:25 -0500
Subject: [PATCH 04/29] pandas.series.unique docstring update

---
 pandas/core/series.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pandas/core/series.py b/pandas/core/series.py
index b2011fdcdee98..cf8301a948d53 100644
--- a/pandas/core/series.py
+++ b/pandas/core/series.py
@@ -1658,7 +1658,7 @@ def unique(self):
             * Datetime with Timezone
             * Interval
             * Sparse
-            * IntegerNA
+            * IntegerNA.
 
         See Also
         --------

From ba5120f159f0170ba987747c7a05bb6998be9bf7 Mon Sep 17 00:00:00 2001
From: zangell44 <42625717+zangell44@users.noreply.github.com>
Date: Tue, 12 Feb 2019 18:45:25 -0500
Subject: [PATCH 05/29] generic align docstring updated

---
 pandas/core/generic.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pandas/core/generic.py b/pandas/core/generic.py
index d429086a1d75f..6c2cbfd7088f4 100644
--- a/pandas/core/generic.py
+++ b/pandas/core/generic.py
@@ -8386,7 +8386,7 @@ def ranker(data):
         Returns
         -------
         (left, right) : (%(klass)s, type of other)
-            Aligned objects
+            Aligned objects.
         """)
 
     @Appender(_shared_docs['align'] % _shared_doc_kwargs)

From 3cd359f23f394b4d063f70f16e264943d0123603 Mon Sep 17 00:00:00 2001
From: zangell44 <42625717+zangell44@users.noreply.github.com>
Date: Tue, 12 Feb 2019 18:46:11 -0500
Subject: [PATCH 06/29] generic interpolate docstring updated

---
 pandas/core/generic.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pandas/core/generic.py b/pandas/core/generic.py
index 6c2cbfd7088f4..e11ce6483c08c 100644
--- a/pandas/core/generic.py
+++ b/pandas/core/generic.py
@@ -6657,7 +6657,7 @@ def replace(self, to_replace=None, value=None, inplace=False, limit=None,
         -------
         Series or DataFrame
             Returns the same object type as the caller, interpolated at
-            some or all ``NaN`` values
+            some or all ``NaN`` values.
 
         See Also
         --------

From 0266006b805627e07d990abc4a15b4ef8f5a9db4 Mon Sep 17 00:00:00 2001
From: zangell44 <42625717+zangell44@users.noreply.github.com>
Date: Tue, 12 Feb 2019 18:47:23 -0500
Subject: [PATCH 07/29] generic asof docstric update

---
 pandas/core/generic.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/pandas/core/generic.py b/pandas/core/generic.py
index e11ce6483c08c..0c9f801838986 100644
--- a/pandas/core/generic.py
+++ b/pandas/core/generic.py
@@ -6877,11 +6877,11 @@ def asof(self, where, subset=None):
         -------
         scalar, Series, or DataFrame
 
-           Scalar : when `self` is a Series and `where` is a scalar
+           Scalar : when `self` is a Series and `where` is a scalar.
            Series: when `self` is a Series and `where` is an array-like,
-             or when `self` is a DataFrame and `where` is a scalar
+             or when `self` is a DataFrame and `where` is a scalar.
            DataFrame : when `self` is a DataFrame and `where` is an
-             array-like
+             array-like.
 
         See Also
         --------

From 86456dd018c96fd19299beb7095f3b87df691e83 Mon Sep 17 00:00:00 2001
From: zangell44 <42625717+zangell44@users.noreply.github.com>
Date: Tue, 12 Feb 2019 18:58:11 -0500
Subject: [PATCH 08/29] pandas.tseries.frequencies.to_offset return docstring
 fix

---
 pandas/tseries/frequencies.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pandas/tseries/frequencies.py b/pandas/tseries/frequencies.py
index f591b24f5b648..4802447cbc99d 100644
--- a/pandas/tseries/frequencies.py
+++ b/pandas/tseries/frequencies.py
@@ -68,7 +68,7 @@ def to_offset(freq):
     Returns
     -------
     delta : DateOffset
-        None if freq is None
+        None if freq is None.
 
     Raises
     ------

From a86736befb169ee01ae8d21fe1ccd074b8a2e684 Mon Sep 17 00:00:00 2001
From: zangell44 <42625717+zangell44@users.noreply.github.com>
Date: Tue, 12 Feb 2019 18:59:12 -0500
Subject: [PATCH 09/29] pandas.Index.reindex return docstring fix

---
 pandas/core/indexes/base.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pandas/core/indexes/base.py b/pandas/core/indexes/base.py
index cf813f4c3030b..e3f9b5712daa7 100644
--- a/pandas/core/indexes/base.py
+++ b/pandas/core/indexes/base.py
@@ -3100,7 +3100,7 @@ def reindex(self, target, method=None, level=None, limit=None,
         new_index : pd.Index
             Resulting index
         indexer : np.ndarray or None
-            Indices of output values in original index
+            Indices of output values in original index.
 
         """
         # GH6552: preserve names when reindexing to non-named target

From 7d57782e080f80ab85e39d8477ba26d1c2774b23 Mon Sep 17 00:00:00 2001
From: zangell44 <42625717+zangell44@users.noreply.github.com>
Date: Tue, 12 Feb 2019 19:00:32 -0500
Subject: [PATCH 10/29] indexes/base.py return docstring updates

---
 pandas/core/indexes/base.py | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/pandas/core/indexes/base.py b/pandas/core/indexes/base.py
index e3f9b5712daa7..f2c8ac6e9b413 100644
--- a/pandas/core/indexes/base.py
+++ b/pandas/core/indexes/base.py
@@ -1828,7 +1828,7 @@ def isna(self):
         Returns
         -------
         numpy.ndarray
-            A boolean array of whether my values are NA
+            A boolean array of whether my values are NA.
 
         See Also
         --------
@@ -3098,7 +3098,7 @@ def reindex(self, target, method=None, level=None, limit=None,
         Returns
         -------
         new_index : pd.Index
-            Resulting index
+            Resulting index.
         indexer : np.ndarray or None
             Indices of output values in original index.
 
@@ -4259,7 +4259,7 @@ def shift(self, periods=1, freq=None):
         Returns
         -------
         pandas.Index
-            Shifted index
+            Shifted index.
 
         See Also
         --------
@@ -4422,7 +4422,7 @@ def set_value(self, arr, key, value):
             in the target are marked by -1.
         missing : ndarray of int
             An indexer into the target of the values not found.
-            These correspond to the -1 in the indexer array
+            These correspond to the -1 in the indexer array.
         """
 
     @Appender(_index_shared_docs['get_indexer_non_unique'] % _index_doc_kwargs)

From b47b886871859dd91bb617f7cbc90c7f5d53ba1c Mon Sep 17 00:00:00 2001
From: zangell44 <42625717+zangell44@users.noreply.github.com>
Date: Tue, 12 Feb 2019 19:01:53 -0500
Subject: [PATCH 11/29] indexes/multi.py return docstring updates

---
 pandas/core/indexes/multi.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/pandas/core/indexes/multi.py b/pandas/core/indexes/multi.py
index e2237afbcac0f..efb77b5d155a1 100644
--- a/pandas/core/indexes/multi.py
+++ b/pandas/core/indexes/multi.py
@@ -1956,7 +1956,7 @@ def swaplevel(self, i=-2, j=-1):
         Returns
         -------
         MultiIndex
-            A new MultiIndex
+            A new MultiIndex.
 
         .. versionchanged:: 0.18.1
 
@@ -2053,9 +2053,9 @@ def sortlevel(self, level=0, ascending=True, sort_remaining=True):
         Returns
         -------
         sorted_index : pd.MultiIndex
-            Resulting index
+            Resulting index.
         indexer : np.ndarray
-            Indices of output values in original index
+            Indices of output values in original index.
         """
         from pandas.core.sorting import indexer_from_factorized
 

From 63f04689a3580238d39cb620c72f1b1e47257fff Mon Sep 17 00:00:00 2001
From: zangell44 <42625717+zangell44@users.noreply.github.com>
Date: Tue, 12 Feb 2019 19:50:52 -0500
Subject: [PATCH 12/29] DataFrame.get_ftype_counts and DataFrame.get_values
 return docstring update

---
 pandas/core/generic.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/pandas/core/generic.py b/pandas/core/generic.py
index 0c9f801838986..b528510be359e 100644
--- a/pandas/core/generic.py
+++ b/pandas/core/generic.py
@@ -5349,7 +5349,7 @@ def get_values(self):
         Returns
         -------
         numpy.ndarray
-            Numpy representation of DataFrame
+            Numpy representation of DataFrame.
 
         See Also
         --------
@@ -5428,7 +5428,7 @@ def get_ftype_counts(self):
         -------
         dtype : Series
             Series with the count of columns with each type and
-            sparsity (dense/sparse)
+            sparsity (dense/sparse).
 
         See Also
         --------

From 8d4c6b456514c19dcd8a87cfc00f97b1725ed751 Mon Sep 17 00:00:00 2001
From: zangell44 <42625717+zangell44@users.noreply.github.com>
Date: Wed, 13 Feb 2019 10:18:53 -0500
Subject: [PATCH 13/29] pandas plotting area and boxplot method return
 docstring updates

---
 pandas/core/generic.py   | 6 +++---
 pandas/plotting/_core.py | 4 ++--
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/pandas/core/generic.py b/pandas/core/generic.py
index b528510be359e..4cee631c3ab67 100644
--- a/pandas/core/generic.py
+++ b/pandas/core/generic.py
@@ -4950,9 +4950,9 @@ def pipe(self, func, *args, **kwargs):
     Returns
     -------
     DataFrame, Series or scalar
-        If DataFrame.agg is called with a single function, returns a Series.
-        If DataFrame.agg is called with several functions, returns a DataFrame.
-        If Series.agg is called with single function, returns a scalar.
+        If DataFrame.agg is called with a single function, returns a Series
+        If DataFrame.agg is called with several functions, returns a DataFrame
+        If Series.agg is called with single function, returns a scalar
         If Series.agg is called with several functions, returns a Series.
 
     %(see_also)s
diff --git a/pandas/plotting/_core.py b/pandas/plotting/_core.py
index a525b9cff1182..09145abc1231d 100644
--- a/pandas/plotting/_core.py
+++ b/pandas/plotting/_core.py
@@ -2061,7 +2061,7 @@ def plot_series(data, kind='line', ax=None,                    # Series unique
         For data grouped with ``by``:
 
         * :class:`~pandas.Series`
-        * :class:`~numpy.array` (for ``return_type = None``)
+        * :class:`~numpy.array` (for ``return_type = None``).
 
     See Also
     --------
@@ -3332,7 +3332,7 @@ def area(self, x=None, y=None, **kwds):
         Returns
         -------
         matplotlib.axes.Axes or numpy.ndarray
-            Area plot, or array of area plots if subplots is True
+            Area plot, or array of area plots if subplots is True.
 
         See Also
         --------

From a15ec00ee9c28da8c30a933497a02e654dc54022 Mon Sep 17 00:00:00 2001
From: zangell44 <42625717+zangell44@users.noreply.github.com>
Date: Wed, 13 Feb 2019 10:21:54 -0500
Subject: [PATCH 14/29] pandas.Panel set_value major_xs minor_xs methods return
 docstring updated

---
 pandas/core/panel.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/pandas/core/panel.py b/pandas/core/panel.py
index dda5533f1ea7b..1555542079d80 100644
--- a/pandas/core/panel.py
+++ b/pandas/core/panel.py
@@ -540,7 +540,7 @@ def set_value(self, *args, **kwargs):
         -------
         panel : Panel
             If label combo is contained, will be reference to calling Panel,
-            otherwise a new object
+            otherwise a new object.
         """
         warnings.warn("set_value is deprecated and will be removed "
                       "in a future release. Please use "
@@ -803,7 +803,7 @@ def major_xs(self, key):
         Returns
         -------
         y : DataFrame
-            Index -> minor axis, columns -> items
+            Index -> minor axis, columns -> items.
 
         Notes
         -----
@@ -827,7 +827,7 @@ def minor_xs(self, key):
         Returns
         -------
         y : DataFrame
-            Index -> major axis, columns -> items
+            Index -> major axis, columns -> items.
 
         Notes
         -----

From 01a7b19beeb620f66ad0520860a60b6be6ef6188 Mon Sep 17 00:00:00 2001
From: zangell44 <42625717+zangell44@users.noreply.github.com>
Date: Wed, 13 Feb 2019 10:24:01 -0500
Subject: [PATCH 15/29] pandas.Categorical.array return docstring update

---
 pandas/core/arrays/categorical.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pandas/core/arrays/categorical.py b/pandas/core/arrays/categorical.py
index ab58f86e0a6bc..d7d0882bbcc94 100644
--- a/pandas/core/arrays/categorical.py
+++ b/pandas/core/arrays/categorical.py
@@ -1292,7 +1292,7 @@ def __array__(self, dtype=None):
         values : numpy array
             A numpy array of either the specified dtype or,
             if dtype==None (default), the same dtype as
-            categorical.categories.dtype
+            categorical.categories.dtype.
         """
         ret = take_1d(self.categories.values, self._codes)
         if dtype and not is_dtype_equal(dtype, self.categories.dtype):

From 998f649d672c388e8d3e5c5772e66dd1a839d356 Mon Sep 17 00:00:00 2001
From: zangell44 <42625717+zangell44@users.noreply.github.com>
Date: Wed, 13 Feb 2019 10:25:30 -0500
Subject: [PATCH 16/29] pandas.unique return docstring update

---
 pandas/core/algorithms.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pandas/core/algorithms.py b/pandas/core/algorithms.py
index 77681f6ac3f93..c5c8f47ad6dba 100644
--- a/pandas/core/algorithms.py
+++ b/pandas/core/algorithms.py
@@ -291,7 +291,7 @@ def unique(values):
     unique values.
       If the input is an Index, the return is an Index
       If the input is a Categorical dtype, the return is a Categorical
-      If the input is a Series/ndarray, the return will be an ndarray
+      If the input is a Series/ndarray, the return will be an ndarray.
 
     See Also
     --------

From 77bd88ef324ac6945c2e14db2560b110a1551a38 Mon Sep 17 00:00:00 2001
From: zangell44 <42625717+zangell44@users.noreply.github.com>
Date: Wed, 13 Feb 2019 10:26:40 -0500
Subject: [PATCH 17/29] pandas.wide_to_long return docstring update

---
 pandas/core/reshape/melt.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pandas/core/reshape/melt.py b/pandas/core/reshape/melt.py
index 312a108ad3380..0fa80de812c5f 100644
--- a/pandas/core/reshape/melt.py
+++ b/pandas/core/reshape/melt.py
@@ -230,7 +230,7 @@ def wide_to_long(df, stubnames, i, j, sep="", suffix=r'\d+'):
     -------
     DataFrame
         A DataFrame that contains each stub name as a variable, with new index
-        (i, j)
+        (i, j).
 
     Notes
     -----

From b090af130d772e63b0f6cd75d68827d34d948f05 Mon Sep 17 00:00:00 2001
From: zangell44 <42625717+zangell44@users.noreply.github.com>
Date: Wed, 13 Feb 2019 10:27:33 -0500
Subject: [PATCH 18/29] pandas.to_numeric return docstring update

---
 pandas/core/tools/numeric.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pandas/core/tools/numeric.py b/pandas/core/tools/numeric.py
index b8a7eb5b0c570..08ce649d8602c 100644
--- a/pandas/core/tools/numeric.py
+++ b/pandas/core/tools/numeric.py
@@ -59,7 +59,7 @@ def to_numeric(arg, errors='raise', downcast=None):
     Returns
     -------
     ret : numeric if parsing succeeded.
-        Return type depends on input.  Series if Series, otherwise ndarray
+        Return type depends on input.  Series if Series, otherwise ndarray.
 
     See Also
     --------

From 20adfcefd2cfda7e0c12a3300544f08820ab8cd6 Mon Sep 17 00:00:00 2001
From: zangell44 <42625717+zangell44@users.noreply.github.com>
Date: Wed, 13 Feb 2019 10:31:09 -0500
Subject: [PATCH 19/29] pandas.core.window kurt return docstring updated

---
 pandas/core/window.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pandas/core/window.py b/pandas/core/window.py
index fb37d790f950c..9e29fdb94c1e0 100644
--- a/pandas/core/window.py
+++ b/pandas/core/window.py
@@ -1271,7 +1271,7 @@ def skew(self, **kwargs):
     -------
     Series or DataFrame
         Returned object type is determined by the caller of the %(name)s
-        calculation
+        calculation.
 
     See Also
     --------

From 0514c6f8cba51bb6b6a0406c767703e1c21385ad Mon Sep 17 00:00:00 2001
From: zangell44 <42625717+zangell44@users.noreply.github.com>
Date: Wed, 13 Feb 2019 15:11:05 -0500
Subject: [PATCH 20/29] pandas.io.formats.style.Styler.render return docstring
 fix

---
 pandas/io/formats/style.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pandas/io/formats/style.py b/pandas/io/formats/style.py
index cd6e3505d71db..c8b5dc6b9b7c0 100644
--- a/pandas/io/formats/style.py
+++ b/pandas/io/formats/style.py
@@ -435,7 +435,7 @@ def render(self, **kwargs):
         Returns
         -------
         rendered : str
-            The rendered HTML
+            The rendered HTML.
 
         Notes
         -----

From 0038a7317fbb916d37214c5205623fd95f10ccf8 Mon Sep 17 00:00:00 2001
From: zangell44 <42625717+zangell44@users.noreply.github.com>
Date: Wed, 13 Feb 2019 15:32:32 -0500
Subject: [PATCH 21/29] strftime return statement docstring fix

---
 pandas/core/arrays/datetimelike.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pandas/core/arrays/datetimelike.py b/pandas/core/arrays/datetimelike.py
index 73e799f9e0a36..84536ac72a455 100644
--- a/pandas/core/arrays/datetimelike.py
+++ b/pandas/core/arrays/datetimelike.py
@@ -154,7 +154,7 @@ def strftime(self, date_format):
         Returns
         -------
         Index
-            Index of formatted strings
+            Index of formatted strings.
 
         See Also
         --------

From 021ede44577495459531102c394a437e0b53bf03 Mon Sep 17 00:00:00 2001
From: zangell44 <42625717+zangell44@users.noreply.github.com>
Date: Wed, 13 Feb 2019 15:34:00 -0500
Subject: [PATCH 22/29] series.set_value return statement docstring fix

---
 pandas/core/series.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pandas/core/series.py b/pandas/core/series.py
index cf8301a948d53..94bafe0ceba66 100644
--- a/pandas/core/series.py
+++ b/pandas/core/series.py
@@ -1215,7 +1215,7 @@ def set_value(self, label, value, takeable=False):
         -------
         Series
             If label is contained, will be reference to calling Series,
-            otherwise a new object
+            otherwise a new object.
         """
         warnings.warn("set_value is deprecated and will be removed "
                       "in a future release. Please use "

From f3a5248c8e141fa883fc96e5764b948423c8b9d9 Mon Sep 17 00:00:00 2001
From: zangell44 <42625717+zangell44@users.noreply.github.com>
Date: Wed, 13 Feb 2019 15:36:50 -0500
Subject: [PATCH 23/29] DataFrame.set_value return statement docstring fix

---
 pandas/core/frame.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pandas/core/frame.py b/pandas/core/frame.py
index 85aa13526e77c..f7ea7f3657d6a 100644
--- a/pandas/core/frame.py
+++ b/pandas/core/frame.py
@@ -2743,7 +2743,7 @@ def set_value(self, index, col, value, takeable=False):
         -------
         frame : DataFrame
             If label pair is contained, will be reference to calling DataFrame,
-            otherwise a new object
+            otherwise a new object.
         """
         warnings.warn("set_value is deprecated and will be removed "
                       "in a future release. Please use "

From 421bab7d0e751069b735c0db41b7ce7060e6cd4e Mon Sep 17 00:00:00 2001
From: zangell44 <42625717+zangell44@users.noreply.github.com>
Date: Thu, 14 Feb 2019 11:17:19 -0500
Subject: [PATCH 24/29] pandas.core.Series.unique return docstring update,
 moved extended description to Notes

---
 pandas/core/series.py | 22 +++++++++++++---------
 1 file changed, 13 insertions(+), 9 deletions(-)

diff --git a/pandas/core/series.py b/pandas/core/series.py
index 94bafe0ceba66..debaca60bb5a0 100644
--- a/pandas/core/series.py
+++ b/pandas/core/series.py
@@ -1648,10 +1648,19 @@ def unique(self):
         Returns
         -------
         ndarray or ExtensionArray
-            The unique values returned as a NumPy array. In case of an
-            extension-array backed Series, a new
-            :class:`~api.extensions.ExtensionArray` of that type with just
-            the unique values is returned. This includes
+            The unique values returned as a NumPy array. See Notes.
+
+        See Also
+        --------
+        unique : Top-level unique method for any 1-d array-like object.
+        Index.unique : Return Index with unique values from an Index object.
+
+        Notes
+        -----
+        Returns the unique values as a NumPy array. In case of an
+        extension-array backed Series, a new
+        :class:`~api.extensions.ExtensionArray` of that type with just
+        the unique values is returned. This includes
 
             * Categorical
             * Period
@@ -1660,11 +1669,6 @@ def unique(self):
             * Sparse
             * IntegerNA.
 
-        See Also
-        --------
-        unique : Top-level unique method for any 1-d array-like object.
-        Index.unique : Return Index with unique values from an Index object.
-
         Examples
         --------
         >>> pd.Series([2, 1, 3, 3], name='A').unique()

From 24b20a3cebcd4ced856bddc37086cba89df872bf Mon Sep 17 00:00:00 2001
From: zangell44 <42625717+zangell44@users.noreply.github.com>
Date: Thu, 14 Feb 2019 11:20:40 -0500
Subject: [PATCH 25/29] pandas.plotting._core.box_plot return docstring
 udpated, extended return description moved to Notes section

---
 pandas/plotting/_core.py | 17 +++++++++--------
 1 file changed, 9 insertions(+), 8 deletions(-)

diff --git a/pandas/plotting/_core.py b/pandas/plotting/_core.py
index 09145abc1231d..631f694c36741 100644
--- a/pandas/plotting/_core.py
+++ b/pandas/plotting/_core.py
@@ -2051,8 +2051,16 @@ def plot_series(data, kind='line', ax=None,                    # Series unique
     Returns
     -------
     result :
+        See Notes.
 
-        The return type depends on the `return_type` parameter:
+    See Also
+    --------
+    Series.plot.hist: Make a histogram.
+    matplotlib.pyplot.boxplot : Matplotlib equivalent plot.
+
+    Notes
+    -----
+    The return type depends on the `return_type` parameter:
 
         * 'axes' : object of class matplotlib.axes.Axes
         * 'dict' : dict of matplotlib.lines.Line2D objects
@@ -2063,13 +2071,6 @@ def plot_series(data, kind='line', ax=None,                    # Series unique
         * :class:`~pandas.Series`
         * :class:`~numpy.array` (for ``return_type = None``).
 
-    See Also
-    --------
-    Series.plot.hist: Make a histogram.
-    matplotlib.pyplot.boxplot : Matplotlib equivalent plot.
-
-    Notes
-    -----
     Use ``return_type='dict'`` when you want to tweak the appearance
     of the lines after plotting. In this case a dict containing the Lines
     making up the boxes, caps, fliers, medians, and whiskers is returned.

From ae876242044023bf6f72bab1e83089b6eb41aa0f Mon Sep 17 00:00:00 2001
From: zangell44 <42625717+zangell44@users.noreply.github.com>
Date: Thu, 14 Feb 2019 11:40:16 -0500
Subject: [PATCH 26/29] code_checks.sh script updated to include RT05 errors in
 docstring

---
 ci/code_checks.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/ci/code_checks.sh b/ci/code_checks.sh
index eacab199cc0be..a6effc8a61302 100755
--- a/ci/code_checks.sh
+++ b/ci/code_checks.sh
@@ -241,7 +241,7 @@ fi
 ### DOCSTRINGS ###
 if [[ -z "$CHECK" || "$CHECK" == "docstrings" ]]; then
 
-    MSG='Validate docstrings (GL06, GL07, GL09, SS04, PR03, PR05, PR10, EX04, RT04, SS05, SA05)' ; echo $MSG
+    MSG='Validate docstrings (GL06, GL07, GL09, SS04, PR03, PR05, PR10, EX04, RT04, RT05, SS05, SA05)' ; echo $MSG
     $BASE_DIR/scripts/validate_docstrings.py --format=azure --errors=GL06,GL07,GL09,SS04,PR03,PR04,PR05,EX04,RT04,SS05,SA05
     RET=$(($RET + $?)) ; echo $MSG "DONE"
 

From 8b3d251fc9e1c56de836bf3a5785ade8e543d629 Mon Sep 17 00:00:00 2001
From: zangell44 <42625717+zangell44@users.noreply.github.com>
Date: Thu, 14 Feb 2019 11:57:37 -0500
Subject: [PATCH 27/29] updated code check CI script to actually check for RT05
 errors this time :)

---
 ci/code_checks.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/ci/code_checks.sh b/ci/code_checks.sh
index a6effc8a61302..ac6aade106ce6 100755
--- a/ci/code_checks.sh
+++ b/ci/code_checks.sh
@@ -242,7 +242,7 @@ fi
 if [[ -z "$CHECK" || "$CHECK" == "docstrings" ]]; then
 
     MSG='Validate docstrings (GL06, GL07, GL09, SS04, PR03, PR05, PR10, EX04, RT04, RT05, SS05, SA05)' ; echo $MSG
-    $BASE_DIR/scripts/validate_docstrings.py --format=azure --errors=GL06,GL07,GL09,SS04,PR03,PR04,PR05,EX04,RT04,SS05,SA05
+    $BASE_DIR/scripts/validate_docstrings.py --format=azure --errors=GL06,GL07,GL09,SS04,PR03,PR04,PR05,EX04,RT04,RT05,SS05,SA05
     RET=$(($RET + $?)) ; echo $MSG "DONE"
 
 fi

From 6b3ed7b704732d103d6de706f1fa4937ecdab657 Mon Sep 17 00:00:00 2001
From: zangell44 <42625717+zangell44@users.noreply.github.com>
Date: Thu, 14 Feb 2019 12:00:44 -0500
Subject: [PATCH 28/29] pandas.plotting._core.box_plot docstring minor
 formatting edits

---
 pandas/plotting/_core.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/pandas/plotting/_core.py b/pandas/plotting/_core.py
index 631f694c36741..2c672f235f1e1 100644
--- a/pandas/plotting/_core.py
+++ b/pandas/plotting/_core.py
@@ -2050,7 +2050,7 @@ def plot_series(data, kind='line', ax=None,                    # Series unique
 
     Returns
     -------
-    result :
+    result
         See Notes.
 
     See Also
@@ -2069,7 +2069,7 @@ def plot_series(data, kind='line', ax=None,                    # Series unique
         For data grouped with ``by``:
 
         * :class:`~pandas.Series`
-        * :class:`~numpy.array` (for ``return_type = None``).
+        * :class:`~numpy.array` (for ``return_type = None``)
 
     Use ``return_type='dict'`` when you want to tweak the appearance
     of the lines after plotting. In this case a dict containing the Lines

From dd242ea7ef588286caf1429c735957f3f5cd42ab Mon Sep 17 00:00:00 2001
From: zangell44 <42625717+zangell44@users.noreply.github.com>
Date: Thu, 14 Feb 2019 12:01:23 -0500
Subject: [PATCH 29/29] pandas.core.Series.unique trailing period removed from
 Notes portion of docstring

---
 pandas/core/series.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pandas/core/series.py b/pandas/core/series.py
index debaca60bb5a0..31c6247436418 100644
--- a/pandas/core/series.py
+++ b/pandas/core/series.py
@@ -1667,7 +1667,7 @@ def unique(self):
             * Datetime with Timezone
             * Interval
             * Sparse
-            * IntegerNA.
+            * IntegerNA
 
         Examples
         --------