Distribution of time spent on page

Is there a way to see how the time spent by visitors on a page is distributed? I found the average time on page metric, but I have the feeling it’s skewed by outliers. The average on one of my homepages is nearly a minute, although it barely contains more than a menu bar. Seems like a distortion because one or two visitors kept the page open really long. Median would be already more meaningful than average.