Cluster analysis is a statistical technique used to categorize objects into different groups, or clusters, based on their similarities. In the context of Nanotechnology, this approach is crucial for understanding and manipulating the properties of nanomaterials and nanoparticles. By grouping similar particles together, scientists can better understand their behavior, optimize their functionalities, and enhance their applications in various fields such as medicine, electronics, and material science.