Penny Morgan

For n_clusters = 2 The average silhouette_score is : 0.7049787496083262

For n_clusters = 3 The average silhouette_score is : 0.5882004012129721

For n_clusters = 4 The average silhouette_score is : 0.6505186632729437

For n_clusters = 5 The average silhouette_score is : 0.561464362648773

For n_clusters = 6 The average silhouette_score is : 0.4857596147013469