Task: PCA Components Interpretation and Analysis

Task: PCA Components Interpretation and Analysis: a task in Terminal-Lego-15k (Harbor dataset). Write a Python script that demonstrates how to interpret pca.components from scikit-learn's PCA. The script should perform PCA on a dataset with 10 features, extract the principal components, and…