Machine Learning, Data Science, R Programming, Neural Networks, Towards Data Science.
from stats default packages performs PCA, it returns all eigenvalues and eigenvectors needed. The first plot shows the percentage of variance of each feature. You can see that the first component has the highest variance, something value around 50% while the 8th component is around of 0% of