Box plot has a hardcoded "LIMIT 5000" at the end of each query - which means that it only creates the chart on the maximum of 5000 of observations. That means it will shorten the results and show incomplete data and calculate the metrics such as mean and median incorrectly based on incomplete data, without giving any prompt or warning about it. Limit is not changeable through UI or any other way.