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 ...

That said, scatter plots are limited in how data is presented. If you’re looking for a chart using lots of text, a line chart might be a more appropriate option for your needs.