Not OP but I think the 50% of cases above or below only applies if you refer to the median (https://en.wikipedia.org/wiki/Median). If you refer to the average, or mean, the distribution could be different.
In the case you mentioned, with an average, there might be extreme outliers that make the average different from the median, thus rendering the assertion that 50% of the cases are above the average and 50% under false.