Extracting knowledge from existing sources of information is a key development area to unlock previously unknown relationships between specific data points. Data mining is a technique that uses artificial intelligence methods to extract previously unknown relationships. It becomes a factor when large volumes of data, such as in the case of clusters of satellites, need to be analyzed. Data mining, and how it can be applied to satellite databases, is the subject of this paper.