You cannot set the same rate for all single events at once.
However, if many categories have the exact same events, you can set up the Events package for 1 category and then copy it for (all) the other categories.
You can copy the Events package by editing the next category and selecting "Copy events from another category" at the top.

This has been automatically translated into English