Consider update the introduction notebook
Hi,
Going over
https://shap.readthedocs.io/en/latest/example_notebooks/overviews/An%20introduction%20to%20explainable%20AI%20with%20Shapley%20values.html
And spotted multiple mistakes (the feature is RM whereas the text says AGE, headlines are not formatted, etc.) I think it will be helpful to update this notebook, since it the "starter" notebook for shap values.
I tried to do it, but when clicking

I got error. Notebook source here
Thank you 🙂
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