Graphing Start and End times for multiple data sets (by half hour)

I have uploaded the Start and End times where I rounded by the half hour for patients coming into a hospital unit and leaving the unit.
I want to be able to graph the duration of each patient's stay, which will show our volume throughout the day.
An example of what the final product should look like is in the attachment.
Thanks for your help!