Data Science, Factor Analysis, Data, Machine Learning, Statistics.
explain a bit more than 80% of the variance, The first nine principal components would roughly explain 90% of the variance in our dataset. We’d use the first six or first nine principal components, depending on the cut-off we’ve established. import pandas as pd from statsmodels.multivariate.pca