Hi Michal. Thanks for the comment and your interest. The plot shows on the left the non-scaled data and on the right the scaled data. To see how this was created have a look at the `make_plot` function defined here https://scikit-learn.org/stable/auto_examples/preprocessing/plot_all_scaling.html