StatQuest: PCA in Python

You asked for it, you got it! Now I walk you through how to do PCA in Python, step-by-step. It's not too bad, and I'll show you how to generate test data, do the analysis, draw fancy graphs and interpret the results. If you want to download the code, here's the link to the StatQuest GitHub:
https://github.com/StatQuest/pca_demo/blob/master/pca_demo.py

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0:00 Awesome song and introduction
1:06 Load modules and generate data
5:03 Scaling and centering data
7:31 Use scikit for PCA
8:34 Draw a scree plot
9:18 Draw a PCA plot
10:18 Examine the loading scores

Correction:
3:23 The array should only have wt through wt5, ko1 through ko5.

#statquest #PCA