In 2001, an algorithm inspired by musical patterns called The Harmony Search was developed and has since seen a great deal of progress. Given its use in a number of disciplines, this paper explores the opportunities offered by HS employment in the data mining field. The purpose of this paper is to help researchers understand the capabilities of HS in data mining when considering its implementation in future plans.