I would like the user to be able to click a button on the web page that will run a SQL query (canned report) and export the result data to an Excel spreadsheet. The data does not need to display ...

Check Step 4. If you filtered the visualization before exporting, Power BI will export the results of that filter. Return to the report, remove any filter and try again.