Description: Transaction analysis is the process of examining data related to business transactions to extract valuable information about customer behavior. This analysis allows companies to understand purchasing patterns, product preferences, and consumption trends, which is crucial for strategic decision-making. Through predictive analytics techniques, organizations can anticipate future purchases and adjust their offerings accordingly. Transaction analysis relies on data collection from various sources, such as point-of-sale systems, e-commerce platforms, and mobile applications. By integrating this data, companies can create detailed customer profiles, segment their market, and personalize their marketing campaigns. Additionally, this type of analysis helps identify opportunities for improvement in customer experience, thereby optimizing retention and loyalty. In a fiercely competitive business environment, transaction analysis becomes an essential tool for differentiation and providing added value to consumers.