diff --git a/gallery/plot_video_api.py b/gallery/plot_video_api.py
index 5b341117a6e..d83a508eabe 100644
--- a/gallery/plot_video_api.py
+++ b/gallery/plot_video_api.py
@@ -170,7 +170,7 @@ def example_read_video(video_object, start=0, end=None, read_video=True, read_au
 print(vf.size(), af.size())
 
 ####################################
-# 3. Building an example randomly sampled dataset (can be applied to training dataest of kinetics400)
+# 3. Building an example randomly sampled dataset (can be applied to training dataset of kinetics400)
 # -------------------------------------------------------------------------------------------------------
 # Cool, so now we can use the same principle to make the sample dataset.
 # We suggest trying out iterable dataset for this purpose.