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You could either use Queries with the data range or run the pull the changes on a periodic basis.
The changes in the previous period should be the old values in the new period report.
Have you tried using the compare snapshot feature? It will breakdown the differences between snapshots.
I can use the compare snapshot feature, but where to define the dates. I want to compare between 2 specific dates.
Which date field are you referring to? Snapshots occur at a specific point in time, so whenever the snapshot is taken, that is the only point in time you have. If you're talking about date fields, then you can compare those items only between snapshots.
If you want to see changes during a specified period, change tracker would be better. Go to Workbench > CCG from the menu, then click the change tracker button (assuming you had change tracker deployed), and select the instance you want to look at. Click the changes link and select the application/module you want to see changes for. Click values to get further details and if appropriate select the "Changed values only" radio button. You can then also click revise search for further filtering, I don't recall if dates was an option, but please check and let us know.
I hope that helps.