As far as I know this includes information about how students interact with the learning materials, which courses they like best, and grades and progress. But it is better to study more material about LMS analytics 

It's like a tool for tracking success in online learning. It collects data on how students use the online platform to learn. This data helps teachers and administrators optimize courses and provide students with the best learning experience. And in general, you can learn more about LMS analytics right here at this link

I am wondering what the term "LMS analytics" means and how it can be useful. Can you explain what data it analyzes and what it is used for? I think some of you have definitely come across this for sure