diff --git a/README.rst b/README.rst
index e5df6c4..a9808be 100644
--- a/README.rst
+++ b/README.rst
@@ -107,18 +107,18 @@ Worldview integrates GPT-3.5-Turbo to enable the users to interact with their da
 .. raw:: html
 
    <div style="text-align: center;">
-       <img src="sphinx-docs/figs/chat_stats.png" alt="ChatImage" style="width: 70%; height: auto;">
+       <img src="sphinx-docs/figs/chat_stats.png" alt="ChatImage" style="width: 50%; height: auto;">
    </div>
 
 .. raw:: html
 
    <div style="text-align: center;">
-       <img src="sphinx-docs/figs/chat_mwe.png" alt="ChatImage" style="width: 70%; height: auto;">
+       <img src="sphinx-docs/figs/chat_mwe.png" alt="ChatImage" style="width: 50%; height: auto;">
    </div>
 
 Utilities
 *********
-Wordview offers a number of utility functions that you can use for common pre and post processing tasks in NLP.
+Wordview offers a number of utility functions that you can use for common pre and post-processing tasks in NLP.
 
 Contributing
 ############