Add error bars to bar charts

When comparing aggregate metrics, e.g. average ratings per type of user, I would like to be able to view the margin of error around these, so that I'm communicating whether the differences between groups are meaningful or whether the variation is too large to tell.

Box plots kind of do this, but stakeholders typically understand bar charts easier, so it would be nice to have this capability in bar charts.