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Clustering with exploratory factor analysis.

Technologies

Dataset: chocolate.csv
Factor Analysis: Cronbach Alpha, Correlation, Determinant test, Bartlett’s test, kmo statistics, principal component analysis & pca with varimax rotation.
Hierarchical Clustering: Single linkage, Complete linkage, Average Linkage & Wards mathod.
Partitional Clusterin: k mean.
Validation: Silhouette plot.