README LE

Author: KateFinegan

spacy/README.md

@@ -1,5 +1,5 @@
 # Natural Language Processing With spaCy in Python
 
-Corresponding code for ["Natural Language Processing With spaCy in Python"](https://realpython.com/natural-language-processing-with-spacy-in-python/)
+Corresponding code for the Real Python tutorial [Natural Language Processing With spaCy in Python](https://realpython.com/natural-language-processing-spacy-python/)
 
-All the examples from the article have been combined into one file. For the best experience use VS Code with the [Jupyter extension](https://marketplace.visualstudio.com/items?itemName=ms-toolsai.jupyter). This uses the `# %%` token as a delimiter for separate cells, allowing you to run each cell one by one and inspect the output.
+All the examples from the tutorial have been combined into one file. For the best experience, use VS Code with the [Jupyter extension](https://marketplace.visualstudio.com/items?itemName=ms-toolsai.jupyter). This uses the `# %%` token as a delimiter for separate cells, allowing you to run cells one by one and inspect the output.