You are tasked with analyzing a dataset to identify patterns in customer behavior. The dataset is stored in Amazon S3 and includes various attributes such as purchase history, demographics, and web activity. Describe how you would use AWS services to perform this analysis, including data extraction, transformation, and loading steps.