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Are your reports missing dates too?

I am trying to run a report that shows sales over time but the report seems to skip months that have no sales.
This causes a problem because when you graph this report it will never show any flat spots. The graph seems at first glance to show continuos sales until it is realized that the graph is skipping months in the date axis that have no data.

I've seen this happen a few times already and I don't see how to resolve this issue. Is this a fundamental problem is Salesforce reporting?
Am I, and others, missing something?

P.S. Please don't answer "You simply need to sell more" ;-)