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"This paper examines AI, data journalism and investigative reporting in Africa. It sets out the data-investigation pipeline and where AI genuinely helps; it surveys the African data-journalism ecosystem, from Code for Africa to GIJN to InfoNile; it documents real investigations, from East African p ... more
"This paper investigates open public data and data sharing reforms in Australia (2018–2022) and their potential role in deepening the ‘data divide’. In the contemporary datafied welfare state, open public data and data sharing are increasingly vexed issues in times of data-driven artificial in ... more
"There is an urgent need for frameworks that prioritize fairness and inclusivity in the digital age. Data solidarity offers such a framework, aiming to achieve a more equitable distribution of benefits and risks in digital practices. Key to this approach is the concept of public value: the societal ... more
"Ist Künstliche Intelligenz nur eine weitere Entwicklung der Digitalisierung des Alltags, eine effiziente Software in einer „Cloud“? Die KI-Forscherin Kate Crawford entlarvt diese verharmlosende Vorstellung und beleuchtet die konkreten Auswirkungen der Technologie auf die physische Welt. Ihre R ... more
"This toolkit advocates taking a Human Rights-based approach to data governance. This means ensuring that data practices—across the full data lifecycle from collection to (re()use— should respect, protect, and fulfill the rights and freedoms of individuals and communities. This also entails trea ... more
"El objetivo del presente documento es brindar a los periodistas una herramienta práctica para ejercer vigilancia a los procesos de contrataciones públicas. El énfasis está en el trabajo con bases de datos, en tanto la información que se genera como producto de los actos de contratación en los ... more
"The principal aims of this book are threefold. First, to produce a comprehensive (but not exhaustive) mapping of the conceptual and methodological terrain of Critical Data Studies (CDS). To that end, the book identifies the present state-of-play, providing succinct definitions and descriptions of ... more
"Human Development and the Data Revolution tackles a topic that in the age of data and digitalization has become timely in global development: what are the potential uses of large-scale data in the contexts of development, in particular, what techniques, data sources, and possibilities exist for har ... more

World Bank Open Data: Data 360

Washington: World Bank (2025)
"Data360 consolidates 300 million data points for more than 200 economies, covering more than 10,000 indicators that are disaggregated by sex, age, employment, location, income, education level, and more. It gives users a 360-degree view of development challenges and progress across five focus are ... more
"Since the early 2010s, humanitarian donors have increasingly contracted private firms to monitor and evaluate humanitarian activities, accompanied by a promise of improving accountability through their data and data analytics. This article contributes to scholarship on data practices in the humanit ... more
"Although many data justice projects envision just datafied societies, their focus on participatory ‘solutions’ to remedy injustice leaves important discussions out. For example, there has been little discussion of the meaning of data justice and its participatory underpinnings in authoritarian ... more
"Growing awareness of the societal consequences of datafication in recent years has given rise to a new form of civil society engagement called data activism. This article examines the discourse surrounding data activism on the social media platform Twitter. Through a mixed-methods approach combinin ... more
"This handbook is a foundational text which offers a comprehensive, accessible analysis of personal data protection law, and its significance to humanitarian organizations. Bringing together years of research on personal data protection principles, it outlines how humanitarian organizations can use ... more
"The global food system is characterized by market concentration and oligopoly. In our article, we focus on the most powerful input supply and machinery companies and analyze how these firms create value, both economic and otherwise, from big data. In digital capitalism, data is valorized across sec ... more
"The frameworks of cyber, technology and data sovereignty have become some of the most influential alternative technological imaginaries. Developed by states and civil society groups, such frameworks are seducing a broad range of actors seeking to reassert their autonomy and self-determination in re ... more
"When aid professionals adopt high tech pilot projects, ignorance, blind faith, misplaced trust, and authentic expertise all come into play. Based on ethnographic research in Jordan, I examine how a refugee aid organisation produces and applies a blockchain pilot. Innovative pilots help internationa ... more
"In the last decade, the Global South has emerged as a significant player in the data economy due to their majority user base, and studying its role is crucial to comprehend the future of AI. As societies grapple with the implications of AI on creative life, there is an opportunity to reevaluate the ... more
"More than 80 percent of open source researchers that participated in two Bellingcat surveys indicated that finding the right tools can be challenging. This is where our new Online Investigations Toolkit comes in: it not only helps you discover tools in categories like satellite imagery and maps, so ... more
"Over the past decade, China has gradually begun to take a more proactive approach to digital development, passing a range of policies that aim to restructure how data is treated within its national economic system. These policies reflect the construction of a new data ecology in which data is gradu ... more