ML Classification

Digital MAPS Report

Introducing Digital Media Arts for an inclusive Public Sphere (DMAPS) Digital Media Arts for an inclusive Public Sphere (DMAPS) is a program that supports young leaders from creative and media arts organisations across eight countries (Libya, Palestine, Jordan, Yemen, Iraq, the Occupied Palestinian Territories (OPT), Tunisia and Syria) to conduct social media mapping in order … Read more

Smart Social Media Analysis (Part 2)

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

Smart Social Media Analysis (Part 2)

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

Social Media, Influence and Polarization in Somaliland

The 2024 presidential elections in Somaliland showcased the rising role and influence of social media in contributing to shaping political discourse and electoral outcomes. Our analysis indicates that TikTok and X (formerly Twitter) played a role, with local and diaspora influencers driving political promotions and amplifying campaign narratives to shape public perceptions. The report analyses … Read more

Sudan’s Digital Battleground

Why this report? This social media analysis reveals the specific types of Instagram accounts and themes associated with the use of racist language in the Netherlands. These insights will provide the evidence base for The Digital Us, to help decide where and how participants should intervene in online debates to be effective. It draws on … Read more