Clustering Techniques Methods

Understanding customers is a pivotal aspect of customer relationship management that directly influences a company's long-term success. By comprehensively understanding consumer traits, businesses can better target promotional and advertising campaigns, leading to increased long-term earnings. As an investigator for a telecommunications company, the goal is to delve deeper into customer characteristics. The task involves conducting market basket analysis on customer data to uncover significant relationships between consumer purchases. This approach aims to enhance operational efficiency and inform strategic organizational decisions, ultimately driving better customer engagement and improved financial outcomes.