The written form of Arabic, Modern Standard Arabic (MSA), differs quite a bit from the spoken dialects of Arabic, which are the true "native" languages of Arabic speakers used in daily life.
due to MSA's prevalence in written form, almost all Arabic datasets have predominantly MSA content.