The EAVE II team have successfully tracked the COVID-19 pandemic in near real-time, as well as the effectiveness of the COVID-19 vaccines, across Scotland. They have done this using a rich dataset of all 5.4 million people registered with a GP in Scotland, around 98% of the Scottish population. This has resulted in impactful findings that have been central to the Scottish and UK governments’ responses to the COVID-19 pandemic.