The reports stored in the system do not include actual data. Instead, the reports define what data to extract from the system, and how to display it graphically.
Reports need to be produced before you can see the data. When you produce a report, you query the database and extract specific data. The amount of system overhead depends on how much data is in the report.
Reports have configurable parameters so you can modify the report and get exactly the data that you want.