figure - silhouette analysis with three and five clusters in the visualization depicted in figure - we plotted the silhouette score of each cluster along with the center of each of the cluster discovered we will use this information in the next section on cluster analysis although we have to keep in mind that in several cases and scenariossometimes we may have to drop the mathematical explanation given by the algorithm and look at the business relevance of the results obtained cluster analysis before we proceed to the analysis of clusters such obtainedlet' look at the cluster center values after retransforming them to normal values from the log and scaled version the following code helps us convert the center values to the reversed transformed values in [ ]for in range( , , )print("for {number of clustersformat( )