Update README.md

README.md

@@ -9,8 +9,8 @@ license: cc-by-nc-sa-3.0
 short_description: Mapping Nieman Lab's 2025 Journalism Predictions
 ---
 
-Content from Nieman Lab is shared under a Creative Commons license.
+Content from Nieman Lab is shared under a Creative Commons license.  
 
-Code adapted from the [Text Clustering one by the HF team](https://github.com/huggingface/text-clustering) and [Bertopic](https://maartengr.github.io/BERTopic/index.html). 
+Visualization code adapted from Hugging Face team's [Text Clustering example](https://github.com/huggingface/text-clustering) and [BERTopic documentation](https://maartengr.github.io/BERTopic/index.html).
 
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference