The US housing market is a heterogeneous data set for which a single statistic is a completely inadequate metric. At a minimum you need to include acknowledgment that 50% of homes sold for less than the median. But really you need to break it down by region and look at both median and standard deviation within each region.

Put another way, median is not synonymous with floor.