diff --git a/.github/styles/Kedro/words.yml b/.github/styles/Kedro/words.yml
index ed907966f6..5ed27dd319 100644
--- a/.github/styles/Kedro/words.yml
+++ b/.github/styles/Kedro/words.yml
@@ -13,6 +13,7 @@ swap:
   'back end': 'backend'
   'bear in mind': 'keep in mind'
   'culprit': 'cause'
+  'data set': 'dataset'
   'drill down|drilling down|drill into|drilling into': 'examine|investigate|analyze'
   'figure out': 'determine'
   'fine tune|fine-tune': 'customize|optimize|refine'