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Python Data Science Handbook: full text in Jupyter Notebooks

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![image](https://user-images.githubusercontent.com/7574765/102173747-15d76980-3edf-11eb-806b-5cc9687964db.png)

I am trying to reproduce the last cell in the Manifold Learning section of Chapter 5 e.g. this cell here `from sklearn.manifold import Isomap # Choose 1/4 of the "1"...

Fixing a typo error in the Naive Bayes notebook. "distribuiton" -> "distribution"

Could not find *.csv for weather data in the bicycle example. Tried to request it at NOAA but they only send *.pdf. Can you add this file somewhere?

Running block 11 returns an error message when the colormap is set to `spectral` (see below). This PR replaces the colormap to `rainbow`. ``` --------------------------------------------------------------------------- ValueError Traceback (most recent call...

this is to solve missing files when you are executing on google colab or similar. I suppose it will be required on multiple data files uses.

I believe the code has stopped working due to Matplotlib´s version updates. it gives an error when setting the graph´s background and also when hiding top and right ticks. So,...