Historical data can be collected through various means such as email service providers (ESPs) that offer analytics and reporting features. These platforms track and store data from all your campaigns, making it easy to access and analyze. Additionally, integrating your email marketing platform with other tools like Google Analytics can provide a more comprehensive view of your campaign performance.