I have put together a screencast with some step by step instructions on how to create a horizontal comparison bar chart in Tableau. This can be problematic when done incorrectly leading to lots of time wasted trying to align two separate bar charts on a dashboard. With this method you will create a single chart making life much easier when creating your dashboards.