After your Party, go back to your event in Facebook and click on the number under GUESTS:
You will see this window, click on Export guest list:
Open this file to download the entire guest list:
Although not included in the spreadsheet, for a small party you can add the name of the Inviter from the window above.
Now follow up those who said Going and Maybe.