I wonder if it is just due to bots or another problem.

There were many bots this night though.
I see many requests that are most likely from bots, but which do not have a specific user agent, so I can't even filter them easily. Same for the IP, they use different ones.
I'm not even sure I could filter them by limiting the number of requests per user, since they don't look like the same one for the site.