The Anonymous Saboteur

Standardize a multivariate dataset of reviewer behaviors and compute the covariance matrix.

Perform Principal Component Analysis (PCA) to reduce reviewer profiles to their most informative components.

Project the reviewer data onto the principal components and create visualizations to identify clusters of suspicious activity.

Group the suspects by applying and comparing both single-linkage and complete-linkage hierarchical clustering methods to the reduced data.