Clustering is a method used to group data together to find patterns. Different clustering algorithms are used for various types of data. The study looks at how clustering is used in different industries like manufacturing, transportation, energy, and healthcare. As data sizes get bigger, new methods are needed to determine the best number of clusters. Clustering is often used alongside other techniques in industries to help achieve goals like sustainable development.