Transaction data can be collected through various means:
Point of Sale Systems: Data collected at the time of purchase in physical stores. Online Transactions: Data from e-commerce platforms and online purchases. Email Interactions: Data from customer interactions with marketing emails, such as opens, clicks, and conversions.