“Half the population is below average.”
Funny, but there’s something not right with the joke.
It’s not a joke.
In a large sampling of a population represented by a well behaved Gaussian distribution, very nearly half of that population has a value less than the mean of that population. Technically, half the population has a value less than the median (rather than the mean), but the difference between median and the mean will be negligible.