Due to the widespread distribution of coronavirus and existence a massive quantity data on social networking sites, particularly Twitter, there was an urgent need develop model that evaluates users’ emotions determines how they feel about pandemic. However, absence resources assist Sentiment Analysis (SA) in Arabic hampered completion this endeavor. This work presents ArSentiCOVID lexicon, firs...