Median
Half of the data values are below the median and half are above it:
Mean
The mean is:
If each value in a dot plot was a solid object resting on a beam with negligible mass, the mean is the value at which the beam will balance.
Because of the leverage exerted by points far from the centre, the mean is further into the tail of a skew distribution than you might expect.