Import Dataset
Converting data to numpy array
Normalizing the numerical data
Applying PCA Fit Transform to dataset
PCA Components matrix or covariance Matrix
Variance of each PCA
Final Dataframe
Visualization of PCAs
Eigen vector and eigen values for a given matrix