Data Science, Factor Analysis, Data, Machine Learning, Statistics.
pd.read_csv('dataset.csv') # Run PCA pca = PCA(dataset, standardize=True, method='eig') components_df = pca.factors Interpreting the results of PCA So, components_df is an array with all the principal components, i.e., the eigenvectors of the covariance matrix. But this by itself doesn’t tell us