First, you must understand the purpose of each social media platform.
In a brief, Facebook is a social networking website, Twitter is a microblogging website and WhatsApp, telegram are instant messaging apps.
Based on the type of the platform and according to the current literature on event management and detection, Twitter could be a perfect resource for your project.