Data Science, Python, Machine Learning, Dimensionality Reduction.
the scikit-learn library. Afterwards, we display the explained_variance_ratio_ list, to check the explained variance of each principal component. As we can see, the two components explain almost 90% of the total variance, resulting in an accurate representation of the original dataset. df_ =