>>359839102
if you can still see the avatar thumbnail but it says "not available", then the owner/uploader simply made the avatar private. they might unprivate it again in the future. 

if there is just a black thumbnail with a dotted outline, then the avatar was completely deleted by the owner. 

if you care enough and it was recent enough, you can grab them out of your cache and reupload them to your own account.