Google Analytics reducing results when more dimensions specified

Hi All,

I have noticed that when adding a new dimension to Google Analytics, the number of records returned decreases. I have read in a seperate thread that this is due to missing information for given dimensions or no data was collected. 

This seems to be solved using includeEmptyRows option in the connection. Is there a way to include this parameter or know of a way to have GA return all records, irrespective if some NULLs are returned?

Thanks for your help

Jon