They were expecting to see about 1600 events, and instead they saw about 2000 events. The significance of the excess in miniboone is therefore around 4.5 sigma.

Neutrinos hardly interact with normal matter at all, so we detect them in much, much lower quantities than other particles.

Presumably this is quite large relative to the expected number. I couldn’t find a statement as to what the expected number was.