README LE

Author: KateFinegan

python-polars/README.md

@@ -1,17 +1,17 @@
 # Python Polars: A Lightning-Fast DataFrame Library
 
-Supporting code for the article [Python Polars: A Lightning-Fast DataFrame Library](https://realpython.com/polars-python-lightening-fast-dataframe-library/). 
+Supporting code for the Real Python tutorial [Python Polars: A Lightning-Fast DataFrame Library](https://realpython.com/polars-python/). 
 
 To run the code in this tutorial, you should have `polars`, `pandas`, `numpy`, `requests`, and `matplotlib` installed in your environment. 
 
-If you want to install Polars with all of the library's optional dependencies, you can run:
+If you want to install Polars with all of the library's optional dependencies, then you can run:
 
 ```console
 $ python -m pip install "polars[all]" requests matplotlib
 ```
 
-Otherwise, you will at least need to include the `pandas` and `numpy` feature flags:
+Otherwise, you'll at least need to include the `pandas` and `numpy` feature flags:
 
 ```console
 $ python -m pip install "polars[numpy, pandas]" requests matplotlib
-```
+```