Lost Files

Avast detected many duplicates in my photos and documents. So I made sure I was keeping the latest one and then hit delete duplicates. ALL my Photos and Pages were gone, including the app. (MacBook Air) Is there ANY way to get them back? I have researched all over the internet and have determined that they are gone! So disappointed.