spelling mistake corrected in documentation for script plot_document_clustering.py (#26228)

duttashi · ogrisel · web-flow · commit 3450c4a36dc0 · 2023-04-20T09:15:29.000Z
Co-authored-by: Olivier Grisel &lt;olivier.grisel@ensta.org&gt;
diff --git a/examples/text/plot_document_clustering.py b/examples/text/plot_document_clustering.py
@@ -7,7 +7,7 @@
 documents by topics using a `Bag of Words approach
 <https://en.wikipedia.org/wiki/Bag-of-words_model>`_.
 
-Two algorithms are demoed: :class:`~sklearn.cluster.KMeans` and its more
+Two algorithms are demonstrated, namely :class:`~sklearn.cluster.KMeans` and its more
 scalable variant, :class:`~sklearn.cluster.MiniBatchKMeans`. Additionally,
 latent semantic analysis is used to reduce dimensionality and discover latent
 patterns in the data.
