In December 2021, my colleague Robin Kok described his journey trying to learn what data Elsevier had collected about him. I did the same a few days later. Together, we ended up writing a blog post, summarizing our journey in trying to understand what data Elsevier collects; what data Elsevier has collected on us two specifically; and trying to get this data deleted. This talk summarizes our journey.