"This open access book provides practical guidance for non-profits and community sector organisations about how to get started with data analytics projects using their own organisations' datasets and open public data. The book shares best practices on collaborative social data projects and methodolo
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gy. For researchers, the work offers a playbook for partnering with community organisations in data projects for public good and gives worked examples of projects of various sizes and complexity." (Publisher description)
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"Recent legislation on data linking national security and cybersecurity undermines the creation of a trustworthy data environment. Restrictions on information flows have immediate and medium-term costs to digital economic activity, which in turn have knock-on effects for the prospect of any subseque
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nt tax revenue. Extended economic instability is the main limiting factor for the growth of a digital society, but other limiting factors can be alleviated with mild targeted reform. A new policy agenda is required for the state to aid Zimbabweans to improve their life-chances, livelihoods and wellbeing with digital means. A policy framework to create enduring, affordable access through infrastructure extension and reliable connectivity can allow Zimbabweans to trade their goods and services online. These actions can help realise the principles of the African Declaration on Internet Rights and Freedoms and facilitate Zimbabweans innovating within the global digital economy." (Key points)
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"Trends towards greater transparency of platforms, in the form of extending cooperation around data, offer benefit to the interests of all stakeholders. This policy brief considers the normative, institutional and technical mechanisms that support access to datasets that are not accessible generally
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but have public interest value. The analysis below maps the general trends and issues, then proceeds to assess the separate cases of journalists’ safety and media viability, and concludes with recommendations." (Abstract)
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"This desk review report provides an overview of data governance in Africa, exploring policy frameworks, implementation challenges, regional collaborations, capacity building, governmental initiatives, civil society engagement, and academia's role. The continent's increasing reliance on digital syst
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ems has spurred a surge in data production, necessitating robust governance frameworks. While progress is evident with the enactment of data protection laws and establishment of regulatory bodies, implementation challenges persist due to resource constraints and political complexities.
Regional collaborations within Africa, particularly among East African Community (EAC), Southern African Development Community (SADC), and Economic Community of West African States (ECOWAS), manifest a collective recognition of the importance of data governance. These collaborations offer guidance and promote policy enactments, shaping data protection laws and enhancing responsible data practices across member states.
Amidst the evolving data governance landscape, capacity building emerges as a critical aspect, spotlighting the need for nurturing skills in data management, analysis, and ethics. Challenges within educational infrastructure and workforce training gaps present barriers in fostering a skilled workforce capable of effective data governance practices.
Initiatives on data governance take on several forms notably through government endeavours such as the implementation of pivotal systems like the Health Management Information System, Integrated Revenue Administration System and Labour Market Information System among others. Furthermore, Civil Society Initiatives, including efforts from various organisations advocating for data privacy and open data, and initiatives in academia, such as Education Management Information Systems, significantly contribute to advancing ethical data practices and transparent data access." (Executive summary)
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"The aim of this Open Science and Peacebuilding Toolkit is to provide an open, living collection of resources for innovation hubs operating in conflict or post-conflict environments, creating a joint framework for open science and peacebuilding in action. It seeks to enable makerspaces across the wo
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rld to contribute to sustainable development by becoming key players in creating circular economy structures. The toolkit is an open source document. It provides resources appropriate to communities at various levels of development and supports innovators in a range of sectors & throughout the entrepreneurial life cycle." (Introd, page 3)
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"The goal of this Data Governance Toolkit is to guide non-profit organizations through the steps and best practices for implementing Data Governance within your organization, while keeping in mind the changing organization IT landscape, enterprise architecture and program deliverables. To support or
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ganizations, reach their goal of capacity building in Data and Analysis, this toolkit guides you through a Framework to implementing Data Governance that includes template policies, roles, roadmaps and KPIs." (Purpose of this toolkit, page 3)
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"This volume highlights some of the alternative models that have originated in two major Asian democracies, India and South Korea. It compares these two countries’ distinctive approaches through case studies that demonstrate just how much more complex the world will be than the common-place predic
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tion of a battle between U.S.- and Chinese-centric approaches." (Introduction, page 2)
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"New data sources related to socio-economic development should improve journalistic reporting. Still, despite an abundance of open data in Kyrgyzstan, journalists may face delays in getting quick access to important datasets. Goal: To facilitate the access to development-related information for jour
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nalists working with data on socio-economic issues, Zerkalo conducted a mapping study, identifying all the open data sources in Kyrgyzstan and putting together a comprehensive database. Methods: Relying on a two-stage desk research approach, the Zerkalo team constructed a database containing open data sources in Kyrgyzstan. The main data collection phase for the mapping study was conducted from February 14 to March 10, 2022. Overall, the research team examined 1986 hyperlinks to 131 websites, holding relevant datasets. As a result, Zerkalo identified 389 datasets on socio-economic themes, which were included in the database." (Executive summary, page 4)
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"DataFest Africa is an annual event that seeks to celebrate data use in the region by bringing together a variety of stakeholders of diverse backgrounds such as government, civil society, academics, students and private industry experts under one roof and theme. Since 2019, Pollicy, with support fro
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m partners, has been organising DataFest, an annual celebration of data that has so far transformed from a Kampala edition (DataFest Kampala) to an African regional edition (DataFest Africa). DataFest Africa continues to bring together data enthusiasts, Civil Society Organisations, Government, private sector and more to discuss trends on data across the continent. The biggest so far, the 3rd edition of DataFest (now DataFest Africa) held under the theme: "Data Futures: Big Data, Little Data, and Everything in Between'' was a hybrid event that attracted a wide range of participants and stakeholders. The month-long edition started on June 10th to July 17th. We welcomed a total of 716 participants from 3 countries, a steady increase in our community, which has more than tripled since our first ever edition in 2019. This report is a reflection of key outcomes, numbers and impact of the 2022 edition of DataFest Africa." (Introduction)
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"This publication is the last of four reports from a regional study completed in 2021 and funded by the technical assistance of the Asian Development Bank (ADB) on Policy Advice for COVID-19 Economic Recovery in Southeast Asia. The project supports the recovery efforts of Southeast Asian countries t
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o return to their economic performance before the coronavirus disease (COVID-19) pandemic. It also assists countries in preparing for national, regional, or global transformations that may take place post-COVID-19. The focus countries are Cambodia, Indonesia, Myanmar, the Philippines, and Thailand, which tapped ADB's COVID-19 Pandemic Recovery Option facility. The study produced four reports on the following thematic areas: 1. Supporting post-COVID-19 economic recovery in Southeast Asia. 2. Strengthening domestic resource mobilization in Southeast Asia. 3. Implementing a green recovery in Southeast Asia. 4. Harnessing the potential of big data in post-pandemic Southeast Asia." (Foreword)
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"This report aims to introduce techniques and procedures of NLP (Natural Language Processing), the computational preparation and analysis of text data, to map the public voice and aid development. First, the report introduces essential concepts of communication and elaborates on the theoretical foun
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dations of natural language analyses. Second, the report reviews research on NLP of social media text data by showcasing studies that have applied the techniques to the Sustainable Development Goals. Third, the report reviews specific NLP techniques, including data preprocessing, and dicusses libraries and programming procedures. It also reviews concepts such as keyword extraction to identify relevant terms, topic modeling to detect common themes, and text classification to recognize language features. These NLP techniques are showcased in two case studies. The first shows how topic modeling can be applied to derive insights on the public debate over climate change in Australia. The second demonstrates how text classification can be leveraged to analyze public sentiment on COVID-19 in the Philippines. Finally, the report discusses the challenges and limitations, as well as the potentials, of NLP." (Foreword)
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"This Open Access book examines the ambivalences of data power. Firstly, the ambivalences between global infrastructures and local invisibilities challenge the grand narrative of the ephemeral nature of a global data infrastructure. They make visible local working and living conditions, and the reso
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urces and arrangements required to operate and run them. Secondly, the book examines ambivalences between the state and data justice. It considers data justice in relation to state surveillance and data capitalism, and reflects on the ambivalences between an “entrepreneurial state” and a “welfare state”. Thirdly, the authors discuss ambivalences of everyday practices and collective action, in which civil society groups, communities, and movements try to position the interests of people against the “big players” in the tech industry." (Publisher description)
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"The collection, processing, storage and circulation of data are fundamental element of contemporary societies. While the positivistic literature on ‘data revolution’ finds it essential for improving development delivery, critical data studies stress the threats of datafication. In this article,
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we demonstrate that datafication has been happening continuously through history, driven by political and economic pressures. We use historical examples to show how resource and personal data were extracted, accumulated and commodified by colonial empires, national governments and trade organizations, and argue that similar extractive processes are a present-day threat in the Global South. We argue that the decoupling of earlier and current datafication processes obscures the underlying, complex power dynamics of datafication. Our historical perspective shows how, once aggregated, data may become imperishable and can be appropriated for problematic purposes in the long run by both public and private entities. Using historical case studies, we challenge the current regulatory approaches that view data as a commodity and frame it instead as a mobile, non-perishable, yet ideally inalienable right of people." (Abstract)
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"Access Rules mounts a strong and hopeful argument for how informational tools at present in the hands of a few could instead become empowering machines for everyone. By forcing data-hoarding companies to open access to their data, we can reinvigorate both our economy and our society. Authors Viktor
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Mayer-Schönberger and Thomas Ramge contend that if we disrupt monopoly power and create a level playing field, digital innovations can emerge to benefit us all. Over the last twenty years, Big Tech has managed to centralize the most relevant data on their servers, and data has become the most important raw material for innovation. Dominant oligopolists like Facebook, Amazon, and Google, contrary to their reputation as digital pioneers, are in fact slowing down innovation and progress for the benefit of their shareholders--and at the expense of customers, the economy, and society. As Access Rules compellingly argues, ultimately it is up to us to force information giants, wherever they are located, to share their treasure troves of data with others. In order for us to limit global warming, contain a virus like COVID-19, or successfully fight poverty, everyone must have access to data - citizens and scientists, start-ups and established companies, as well as the public sector and NGOs. When everyone has access to the informational riches of the data age, the nature of digital power will change. Information technology will find its way back to its original purpose: empowering all of us to use information so we can thrive as individuals and as societies." (Publisher description)
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