From b76e550336ef48461a0418e46354d96a466071d9 Mon Sep 17 00:00:00 2001
From: Gerardo Rivera Tello <gerardo_art@me.com>
Date: Thu, 12 Dec 2019 13:09:18 -0500
Subject: [PATCH] Minor doc fixes

---
 xarray/core/dataarray.py | 10 +++++-----
 xarray/core/dataset.py   | 12 ++++++------
 xarray/core/variable.py  |  4 ++--
 3 files changed, 13 insertions(+), 13 deletions(-)

diff --git a/xarray/core/dataarray.py b/xarray/core/dataarray.py
index b649df6dd56..31cd3c713f6 100644
--- a/xarray/core/dataarray.py
+++ b/xarray/core/dataarray.py
@@ -1115,7 +1115,7 @@ def thin(
         **indexers_kwargs: Any,
     ) -> "DataArray":
         """Return a new DataArray whose data is given by each `n` value
-        along the specified dimension(s). Default `n` = 5
+        along the specified dimension(s).
 
         See Also
         --------
@@ -1289,7 +1289,7 @@ def reindex(
             satisfy the equation ``abs(index[indexer] - target) <= tolerance``.
         fill_value : scalar, optional
             Value to use for newly missing values
-        **indexers_kwarg : {dim: indexer, ...}, optional
+        **indexers_kwargs : {dim: indexer, ...}, optional
             The keyword arguments form of ``indexers``.
             One of indexers or indexers_kwargs must be provided.
 
@@ -1338,7 +1338,7 @@ def interp(
             values.
         kwargs: dictionary
             Additional keyword passed to scipy's interpolator.
-        ``**coords_kwarg`` : {dim: coordinate, ...}, optional
+        ``**coords_kwargs`` : {dim: coordinate, ...}, optional
             The keyword arguments form of ``coords``.
             One of coords or coords_kwargs must be provided.
 
@@ -2740,7 +2740,7 @@ def shift(
             Value to use for newly missing values
         **shifts_kwargs:
             The keyword arguments form of ``shifts``.
-            One of shifts or shifts_kwarg must be provided.
+            One of shifts or shifts_kwargs must be provided.
 
         Returns
         -------
@@ -2791,7 +2791,7 @@ def roll(
             deprecated and will change to False in a future version.
             Explicitly pass roll_coords to silence the warning.
         **shifts_kwargs : The keyword arguments form of ``shifts``.
-            One of shifts or shifts_kwarg must be provided.
+            One of shifts or shifts_kwargs must be provided.
 
         Returns
         -------
diff --git a/xarray/core/dataset.py b/xarray/core/dataset.py
index cc821becd6f..6be06fed117 100644
--- a/xarray/core/dataset.py
+++ b/xarray/core/dataset.py
@@ -1887,7 +1887,7 @@ def isel(
         drop : bool, optional
             If ``drop=True``, drop coordinates variables indexed by integers
             instead of making them scalar.
-        **indexers_kwarg : {dim: indexer, ...}, optional
+        **indexers_kwargs : {dim: indexer, ...}, optional
             The keyword arguments form of ``indexers``.
             One of indexers or indexers_kwargs must be provided.
 
@@ -2033,7 +2033,7 @@ def sel(
         drop : bool, optional
             If ``drop=True``, drop coordinates variables in `indexers` instead
             of making them scalar.
-        **indexers_kwarg : {dim: indexer, ...}, optional
+        **indexers_kwargs : {dim: indexer, ...}, optional
             The keyword arguments form of ``indexers``.
             One of indexers or indexers_kwargs must be provided.
 
@@ -2168,7 +2168,7 @@ def thin(
 
         Parameters
         ----------
-        indexers : dict or int, default: 5
+        indexers : dict or int
             A dict with keys matching dimensions and integer values `n`
             or a single integer `n` applied over all dimensions.
             One of indexers or indexers_kwargs must be provided.
@@ -2332,7 +2332,7 @@ def reindex(
         fill_value : scalar, optional
             Value to use for newly missing values
         sparse: use sparse-array. By default, False
-        **indexers_kwarg : {dim: indexer, ...}, optional
+        **indexers_kwargs : {dim: indexer, ...}, optional
             Keyword arguments in the same form as ``indexers``.
             One of indexers or indexers_kwargs must be provided.
 
@@ -2547,7 +2547,7 @@ def interp(
             values.
         kwargs: dictionary, optional
             Additional keyword passed to scipy's interpolator.
-        **coords_kwarg : {dim: coordinate, ...}, optional
+        **coords_kwargs : {dim: coordinate, ...}, optional
             The keyword arguments form of ``coords``.
             One of coords or coords_kwargs must be provided.
 
@@ -4938,7 +4938,7 @@ def shift(self, shifts=None, fill_value=dtypes.NA, **shifts_kwargs):
             Value to use for newly missing values
         **shifts_kwargs:
             The keyword arguments form of ``shifts``.
-            One of shifts or shifts_kwarg must be provided.
+            One of shifts or shifts_kwargs must be provided.
 
         Returns
         -------
diff --git a/xarray/core/variable.py b/xarray/core/variable.py
index aa04cffb5ea..ac4b367f66d 100644
--- a/xarray/core/variable.py
+++ b/xarray/core/variable.py
@@ -1137,7 +1137,7 @@ def shift(self, shifts=None, fill_value=dtypes.NA, **shifts_kwargs):
             Value to use for newly missing values
         **shifts_kwargs:
             The keyword arguments form of ``shifts``.
-            One of shifts or shifts_kwarg must be provided.
+            One of shifts or shifts_kwargs must be provided.
 
         Returns
         -------
@@ -1245,7 +1245,7 @@ def roll(self, shifts=None, **shifts_kwargs):
             left.
         **shifts_kwargs:
             The keyword arguments form of ``shifts``.
-            One of shifts or shifts_kwarg must be provided.
+            One of shifts or shifts_kwargs must be provided.
 
         Returns
         -------