This report provides an overview of conflict-related social media content in Sudan during the month of November. It focuses on narratives of hate speech, incitement to violence, and expressions of solidarity across different geographies. It highlights how these narratives evolve online and reflect the country’s broader conflict dynamics. The analysis draws on content from Facebook, … Read more
This report provides an overview of conflict-related social media content in Sudan during the month of October. It focuses on narratives of hate speech, incitement to violence, and expressions of solidarity across different geographies. It highlights how these narratives evolve online and reflect the country’s broader conflict dynamics. The analysis draws on content from Facebook, … Read more
Webinar on annotation Strategies for Text Classification. Join is for this webinar to explore practical strategies for creating high-quality labeled datasets that reflect the nuanced realities of conflict-sensitive topics, like developing annotation guidelines, managing inter-annotator agreement, and how to handle edge cases. Whether you’re preparing to fine-tune models for your own organization’s needs, are curious … Read more
15 October 2025 Join us for an interactive session exploring Phoenix’s newest feature: open-source language model integration for text classification. Learn how to move beyond simple keyword searches to understand meaning, context, and nuanced patterns in social media data. We’ll cover the fundamentals of text classifiers, demonstrate how to apply pre-trained models from our curated … Read more
This analysis draws on data collected between February 2024 and February 2025 across major platforms, and centers on two key events in Al Jazeera state: the massacre in Wad al-Nura (June 2024) and the targeting of Al-Kanabi communities in (January 2025), and the subsequent violence in South Sudan. The report is part of ongoing efforts … Read more
This conflict snapshot report offers insight into both offline and online conflict trends in Sudan from December 1, 2023 to January 30, 2024. It encompasses instances of violence and their repercussions on various population groups, infrastructure, essential services, as well as offline and online polarization dynamics. The data draws from 40 responses gathered by embedded … Read more
This round of the conflict snapshot series offers insight into both offline and online conflict trends in Sudan throughout November. It encompasses instances of violence and their repercussions on various population groups, infrastructure, essential services, as well as offline and online polarization dynamics. The analysis draws from data gathered by embedded observers, reflecting the perspectives … Read more
This round of the conflict snapshot series offers insight into both offline and online conflict trends in Sudan throughout September 2023. It encompasses instances of violence and their repercussions on various population groups, infrastructure, essential services, as well as offline and online polarization dynamics. The analysis draws from data gathered by embedded observers, reflecting the … Read more
This conflict snapshot report offers insight into both offline and online conflict trends in Sudan throughout August. It encompasses instances of violence and their repercussions on various population groups, infrastructure, essential services, as well as offline and online polarization dynamics. The data draws from 40 responses gathered by embedded observers, reflecting the perspectives of Internally … Read more