Chart that includes blank rows

[DBook]

I'm sure this is chart-building 101, but How can I show a Column Series chart that includes rows for dates that don't exist? In other words, how can I automatically add date rows when no entry has been made on that date in the app?

I am trying to show a bar chart that also tracks the blank days so that I can see it on a "timeline". See my mockup below: