Meaning of Cluster analysis

Simple definition

Cluster analysis is a method used to group data points that are similar to each other into clusters. It helps to identify patterns and organize data into meaningful segments.

How to use a cluster analysis in a professional context ?

In data management and digital marketing, cluster analysis is commonly used to segment customers based on shared characteristics, such as demographics or purchasing behavior. This allows businesses to target each group more effectively.

Concrete example of a cluster analysis

A retail company might use cluster analysis to divide its customers into segments based on buying habits, such as frequent shoppers, seasonal buyers, and occasional buyers. The company can then create specific marketing campaigns for each group to increase sales.