• Filtering out short tweets: To avoid ambiguity in very short tweets and hence difficulty and confusion in annotations, we also eliminated tweets that have less than three words.
to have a better-quality potential dataset for labeling, we cleaned the dataset as follows: • Filtering out non-Arabic tweets: Many Arab users post tweets written in multiple languages.