Then, we will retrain Stanford tagger on Arabic tweets since its speed is ideal for tweets domain and it is only the retrainable tagger.
we used Twitter Stream API to crawl Twitter by setting a query to retrieve tweets from the Arabian Peninsula and Egypt by using latitude and longitude coordinates of these regions since Arabic dialects in these regions share similar characteristics and they are the closest Arabic dialects to MSA.