From 6fa459d8b8ee60f9e158719823c7db0d01dfcc71 Mon Sep 17 00:00:00 2001
From: Randall Boyes <33524191+rdboyes@users.noreply.github.com>
Date: Wed, 29 Sep 2021 11:05:37 -0400
Subject: [PATCH 1/2] Fix Typo in datasets/_base.py

The deprecation notice for the boston housing dataset had a sentence that read "in this case special case ..." - changed to "in this special case ..."
---
 sklearn/datasets/_base.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/sklearn/datasets/_base.py b/sklearn/datasets/_base.py
index 4f83a25fcb9b5..6bb90272fc91d 100644
--- a/sklearn/datasets/_base.py
+++ b/sklearn/datasets/_base.py
@@ -1120,7 +1120,7 @@ def load_linnerud(*, return_X_y=False, as_frame=False):
     dataset unless the purpose of the code is to study and educate about
     ethical issues in data science and machine learning.
 
-    In this case special case, you can fetch the dataset from the original
+    In this special case, you can fetch the dataset from the original
     source::
 
         import pandas as pd

From b7ceb77ada34428a10caa83cb5bd5a0c409458c6 Mon Sep 17 00:00:00 2001
From: Randall Boyes <33524191+rdboyes@users.noreply.github.com>
Date: Wed, 29 Sep 2021 17:05:13 -0400
Subject: [PATCH 2/2] Update _base.py

---
 sklearn/datasets/_base.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/sklearn/datasets/_base.py b/sklearn/datasets/_base.py
index 6bb90272fc91d..b5f6fd22f9c33 100644
--- a/sklearn/datasets/_base.py
+++ b/sklearn/datasets/_base.py
@@ -1177,7 +1177,7 @@ def load_boston(*, return_X_y=False):
         this dataset unless the purpose of the code is to study and educate
         about ethical issues in data science and machine learning.
 
-        In this case special case, you can fetch the dataset from the original
+        In this special case, you can fetch the dataset from the original
         source::
 
             import pandas as pd  # doctest: +SKIP