Doing the My Ordinary Life Deer Cut to get the full story.
1. Watch Nichijou: My Ordinary Life through episode 6 when the principal fights the deer.
2. Watch My Deer Friend Nokotan to understand the nature of deer.
3. Watch the rest of Nichijou: My Ordinary Life.
Really fills out the lore.