Certain types of tweets tend to go away more often than others. More than 40% of tweets written in Turkish or Arabic are no longer visible on the site within three months of being posted.
I've read this is a major problem in Facebook as well, they lack good moderation for these languages and especially the Arabic script and so just remove things heavy handedly to be safe.