Cluster analysis is a statistical method used to group similar objects into respective categories. It is also known as taxonomy analysis, segmentation analysis, and clustering. It is based on the method of grouping or categorizing data points in a certain dataset. It classifies data into distinct groups called clusters based on shared characteristics.