Is there a way to dump the data I compile with a form into an excel document?

Inside of this guide you can find how to export form data to Excel:

Export Form Data to Excel

You can also create an Excel report and integrate your form with Google Spreadsheet. 

How to Create an Excel Report?

How to Integrate Form with Google Spreadsheet

Hope this will help. Let us know if you need further assistance.