Participant can have a more exclusive meaning than attendee. It suggests that the person is being more than present, they are actively participating. In some contexts, they might have the same meaning. For example for a conference: 'All attendees received a complimentary gift bag' 'All participants received a complimentary gift bag'. More @Wikipedia
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