CSV Webinar Attendee Reports

When I created my Webinar Attendee Report (CSV file), it includes the list of Attendees by user name but the Email column is blank.  So If they didn't include a unique first and last name or user name I am unable to see who actually attended. Has anyone else had this problem and if so were you able to fix it? Thank you!