Civil society, UN agencies, and humanitarian actors
This track monitors the discourse around civil-society groups, UN agencies, NGOs, humanitarian providers, rights organizations, charities, donor-linked projects, and wider international institutions.
It follows how these actors are cited, addressed, challenged, defended, or treated as sources of evidence in conversations about protection, aid, displacement, accountability, foreign influence, and institutional trust.
Women, protection, and conflict-related public discourse
This track monitors Sudan-related conversations about women during the conflict, including gendered harm, protection concerns, displacement, health access, civic participation, online abuse, institutional response, and the visibility of women’s experiences in public digital debate. It also tracks how barriers to services are discussed and how humanitarian, rights, UN, media, legal, diaspora, and public-sector actors are addressed, cited, or expected to respond.
Humanitarian access, famine, and public health
This track monitors conversations about aid access, hunger, famine risk, disease outbreaks, hospitals, medicine shortages, displacement, water and sanitation, and public expectations of humanitarian and health actors.
Hate speech, identity targeting, and incitement risk
This track monitors harmful narratives targeting communities, regions, ethnic groups, displaced people, refugees, women, activists, or political constituencies, including dehumanizing language, threat narratives, blame frames, and sudden spikes that may raise protection or civic-space concerns.
AI-mediated evidence and verification
This track monitors how users bring platform AI into Sudan-related conversations to verify claims, summarize reports, assess videos, identify sources, compare allegations and denials, and turn complex evidence into short public answers.