ASAD: Arabic Social media Analytics and unDerstanding

摘要

This system demonstration paper describes the Arabic Social media Analysis and unDerstanding (ASAD) toolkit, which is a suite of seven individual modules that allows users to determine dialects, sentiment, news category, offen-siveness, hate speech, adult content, and spam in Arabic tweets. The suite is made available through a web API and a web interface where users can enter text or upload files.