Data aggregation can be done manually or through automated tools. Manual aggregation involves collecting data from different sources and compiling it into a single report, which can be time-consuming and prone to errors. Automated tools, such as Customer Relationship Management (CRM) systems and Email Marketing Platforms, can aggregate data in real-time, providing more accurate and timely insights.