Download or read book Socially Just Mining written by Caroline Baillie and published by Springer Nature. This book was released on 2022-05-31 with total page 219 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book we consider ways in which mining companies do and can/should respect the human rights of communities affected by mining operations. We examine what "can and should" means and to whom, in a variety of mostly Peruvian contexts, and how engineers engage in "normative" practices that may interfere with the communities' best interests. We hope to raise awareness of the complexity of issues at stake and begin the necessary process of critique—of self and of the industry in which an engineer chooses to work. This book aims to alert engineering students to the price paid not only by vulnerable communities but also by the natural environment when mining companies engage in irresponsible and, often, illegal mining practices. If mining is to be in our future, and if we are to have a future which is sustainable, engineering students must learn to mine and support mining, in new ways—ways which are fairer, more equitable, and cleaner than today.

Download or read book Mining Social Media written by Lam Thuy Vo and published by No Starch Press. This book was released on 2019-11-25 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: BuzzFeed News Senior Reporter Lam Thuy Vo explains how to mine, process, and analyze data from the social web in meaningful ways with the Python programming language. Did fake Twitter accounts help sway a presidential election? What can Facebook and Reddit archives tell us about human behavior? In Mining Social Media, senior BuzzFeed reporter Lam Thuy Vo shows you how to use Python and key data analysis tools to find the stories buried in social media. Whether you're a professional journalist, an academic researcher, or a citizen investigator, you'll learn how to use technical tools to collect and analyze data from social media sources to build compelling, data-driven stories. Learn how to: Write Python scripts and use APIs to gather data from the social web Download data archives and dig through them for insights Inspect HTML downloaded from websites for useful content Format, aggregate, sort, and filter your collected data using Google Sheets Create data visualizations to illustrate your discoveries Perform advanced data analysis using Python, Jupyter Notebooks, and the pandas library Apply what you've learned to research topics on your own Social media is filled with thousands of hidden stories just waiting to be told. Learn to use the data-sleuthing tools that professionals use to write your own data-driven stories.

Download or read book Social Media Mining written by Reza Zafarani and published by Cambridge University Press. This book was released on 2014-04-28 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: Integrates social media, social network analysis, and data mining to provide an understanding of the potentials of social media mining.

Download or read book Mining the Social Web written by Matthew Russell and published by "O'Reilly Media, Inc.". This book was released on 2011-01-21 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: Facebook, Twitter, and LinkedIn generate a tremendous amount of valuable social data, but how can you find out who's making connections with social media, what they’re talking about, or where they’re located? This concise and practical book shows you how to answer these questions and more. You'll learn how to combine social web data, analysis techniques, and visualization to help you find what you've been looking for in the social haystack, as well as useful information you didn't know existed. Each standalone chapter introduces techniques for mining data in different areas of the social Web, including blogs and email. All you need to get started is a programming background and a willingness to learn basic Python tools. Get a straightforward synopsis of the social web landscape Use adaptable scripts on GitHub to harvest data from social network APIs such as Twitter, Facebook, and LinkedIn Learn how to employ easy-to-use Python tools to slice and dice the data you collect Explore social connections in microformats with the XHTML Friends Network Apply advanced mining techniques such as TF-IDF, cosine similarity, collocation analysis, document summarization, and clique detection Build interactive visualizations with web technologies based upon HTML5 and JavaScript toolkits "Let Matthew Russell serve as your guide to working with social data sets old (email, blogs) and new (Twitter, LinkedIn, Facebook). Mining the Social Web is a natural successor to Programming Collective Intelligence: a practical, hands-on approach to hacking on data from the social Web with Python." --Jeff Hammerbacher, Chief Scientist, Cloudera "A rich, compact, useful, practical introduction to a galaxy of tools, techniques, and theories for exploring structured and unstructured data." --Alex Martelli, Senior Staff Engineer, Google

Download or read book Responsible Mining written by Michelle E. Jarvie-Eggart and published by SME. This book was released on 2015-01-08 with total page 806 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mining Can Be Environmentally and Socially Responsible—and Still Profitable Even in this regulated, environmentally aware world, running a mine can be done safely, with combined goals of maximizing both the return on investment from extraction and the positive environmental and social impact that a well-run, responsible mine can offer. Responsible Mining is your comprehensive guide to addressing social and environmental risks at mines in the developed world. This book gathers case studies of best practices across the full range of issues. With examples from four continents, you can learn from both your home territory and around the world. Seventy-two leading mine engineers, forestry scientists, conservationists, environmental consultants, sustainability professionals, and geologists from prominent universities, extraction businesses, nongovernmental organizations, and governments have come together within these pages to lead you safely and profitably toward socially, environmentally, and economically beneficial mining practices. Organized around ten sustainability principles required of International Council on Mining and Metals members (including some of the largest extraction businesses in the world), the book addresses nearly every environmental and social consequence of mining in developed countries, including: · Protecting biodiversity · Minimizing negative impacts on climate change · Interacting appropriately with indigenous peoples · Enhancing the local community and reducing poverty · Reusing and recycling materials · Recovering energy · Recapturing and reusing water · Managing proper storage, reclamation, and disposal of tailings · Restoring the land after ceasing mining operations You will want to make this book required reading for all members of your team who are responsible for environmental compliance, resource recovery, sustainability, energy management, and marketing/public relations to facilitate cross-departmental discussions about how to incorporate best practices into your business plans.

Download or read book Responsible Mining written by Sara Bice and published by Routledge. This book was released on 2016-06-23 with total page 205 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mining can have negative environmental and social impacts, but can also be responsible. However corporations have little impetus to act responsibly without being held to account by an informed and active public, and by strong institutions and governments which not only create but also enforce legislation. Yet what does such practice look like? This book shows how the concept of responsible mining is based on five key principles or pillars: holistic assessment; ethical relationships; community-based agreements; appropriate boundaries and good governance. Together, these pillars circumscribe global best practice and innovative ideas to catalyse new and improved approaches to a sustainable mining industry. The author argues that these practices are critical to the future viability and social acceptability of the global mining industry and draws on a range of case studies, including from Australia, Canada, Central Asia, Papua New Guinea and west Africa. The role of informed communities, governments and civil societies in holding the industry to account to achieve responsible mining is assessed. The book explains how companies judge what effects they may have on communities and investigates ways to improve the prediction and prevention of such impacts and to provide clearer, more meaningful public communication. It offers alternatives to common ‘corporate social responsibility’ practices in which mining companies adopt roles which are usually the remit of government. Ultimately, it looks to the future, exploring the essential pathways towards responsible mining.

Download or read book Socially Responsible Investment in the 21st Century written by Celine Louche and published by Emerald Group Publishing. This book was released on 2014-05-23 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: Does Socially Responsible Investment (SRI) affect society in the 21st century? This book explores various facets of SRI to address its potential and limits to create societal change. Little research has been undertaken on the societal impacts of SRI. With this book we contribute to this debate, pushing the boundaries of SRI even further.

Download or read book Mining the Social Web written by Matthew A. Russell and published by O'Reilly Media. This book was released on 2018-12-04 with total page 425 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mine the rich data tucked away in popular social websites such as Twitter, Facebook, LinkedIn, and Instagram. With the third edition of this popular guide, data scientists, analysts, and programmers will learn how to glean insights from social media—including who’s connecting with whom, what they’re talking about, and where they’re located—using Python code examples, Jupyter notebooks, or Docker containers. In part one, each standalone chapter focuses on one aspect of the social landscape, including each of the major social sites, as well as web pages, blogs and feeds, mailboxes, GitHub, and a newly added chapter covering Instagram. Part two provides a cookbook with two dozen bite-size recipes for solving particular issues with Twitter. Get a straightforward synopsis of the social web landscape Use Docker to easily run each chapter’s example code, packaged as a Jupyter notebook Adapt and contribute to the code’s open source GitHub repository Learn how to employ best-in-class Python 3 tools to slice and dice the data you collect Apply advanced mining techniques such as TFIDF, cosine similarity, collocation analysis, clique detection, and image recognition Build beautiful data visualizations with Python and JavaScript toolkits

Download or read book Unearthing Justice written by Joan Kuyek and published by Between the Lines. This book was released on 2019-09-12 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: The mining industry continues to be at the forefront of colonial dispossession around the world. It controls information about its intrinsic costs and benefits, propagates myths about its contribution to the economy, shapes government policy and regulation, and deals ruthlessly with its opponents. Brimming with case studies, anecdotes, resources, and illustrations, Unearthing Justice exposes the mining process and its externalized impacts on the environment, Indigenous Peoples, communities, workers, and governments. But, most importantly, the book shows how people are fighting back. Whether it is to stop a mine before it starts, to get an abandoned mine cleaned up, to change Laws and policy, or to mount a campaign to influence investors, Unearthing Justice is an essential handbook for anyone trying to protect the places and people they love.

Download or read book Mining for Justice written by Kathleen Ernst and published by Llewellyn Worldwide. This book was released on 2017-10-08 with total page 309 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The eighth in the series contrasts the difficult life of Wisconsin's Cornish miners with the heroine's burgeoning romance, highlighting both her researching skills and her unusual feel for the past."—Kirkus Reviews Digging Up Secrets Uncovers a Legacy of Peril Chloe Ellefson is excited to be learning about Wisconsin's Cornish immigrants and mining history while on temporary assignment at Pendarvis, a historic site in charming Mineral Point. But when her boyfriend, police officer Roelke McKenna, discovers long-buried human remains in the root cellar of an old Cornish cottage, Chloe reluctantly agrees to mine the historical record for answers. She soon finds herself in the middle of a heated and deadly controversy that threatens to close Pendarvis. While struggling to help the historic site, Chloe must unearth dark secrets, past and present, before a killer comes to bury her. Praise: "Richly imagined and compelling, Mining for Justice once again highlights Kathleen Ernst's prowess as a storyteller...Ernst is a master of reconstructing the past."—Susanna Calkins, author of the Macavity-winning Lucy Campion Mysteries

Download or read book Comparative Perspectives on Global Corporate Social Responsibility written by Jamali, Dima and published by IGI Global. This book was released on 2016-08-12 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the modern era, businesses have developed a complex relationship with the society surrounding them. While the effects of business activity are clearly seen, their direct impact varies from country to country. Comparative Perspectives on Global Corporate Social Responsibility is a pivotal reference source for the latest scholarly research on the accountability contemporary businesses face for the environmental, social, and economic impacts that they create. Highlighting the variant expressions between developed and developing countries, this book is ideally designed for graduate students, professionals, practitioners, and academicians interested in furthering their knowledge on corporate social responsibility.

Download or read book Understanding Compliance in IT Security written by and published by Cybellium . This book was released on 2024-10-26 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: Designed for professionals, students, and enthusiasts alike, our comprehensive books empower you to stay ahead in a rapidly evolving digital world. * Expert Insights: Our books provide deep, actionable insights that bridge the gap between theory and practical application. * Up-to-Date Content: Stay current with the latest advancements, trends, and best practices in IT, Al, Cybersecurity, Business, Economics and Science. Each guide is regularly updated to reflect the newest developments and challenges. * Comprehensive Coverage: Whether you're a beginner or an advanced learner, Cybellium books cover a wide range of topics, from foundational principles to specialized knowledge, tailored to your level of expertise. Become part of a global network of learners and professionals who trust Cybellium to guide their educational journey. www.cybellium.com

Download or read book Fairness and Justice in Natural Resource Politics written by Melanie Pichler and published by Routledge. This book was released on 2016-08-05 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: As demand for natural resources increases due to the rise in world population and living standards, conflicts over their access and control are becoming more prevalent. This book critically assesses different approaches to and conceptualizations of resource fairness and justice and applies them to the analysis of resource conflicts. Approaches addressed include cosmopolitan liberalism, political economy and political ecology. These are applied at various scales (local, national, international) and to initiatives and instruments in public and private resource governance, such as corporate social responsibility instruments, certification schemes, international law and commodity markets. In doing so, the contributions contrast existing approaches to fairness and justice and extend them by taking into account the interplay between political scales, regions, resources, and power structures in "glocalized" resource politics. Various case studies are included concerning agriculture, agrofuels, land grabbing, water resources, mining and biodiversity. The volume adds to the academic and policy debate by bringing together a variety of disciplines and perspectives in order to advance both a research and policy agenda that puts notions of resource fairness and justice center-stage.

Download or read book Mastering Social Media Mining with Python written by Marco Bonzanini and published by Packt Publishing Ltd. This book was released on 2016-07-29 with total page 333 pages. Available in PDF, EPUB and Kindle. Book excerpt: Acquire and analyze data from all corners of the social web with Python About This Book Make sense of highly unstructured social media data with the help of the insightful use cases provided in this guide Use this easy-to-follow, step-by-step guide to apply analytics to complicated and messy social data This is your one-stop solution to fetching, storing, analyzing, and visualizing social media data Who This Book Is For This book is for intermediate Python developers who want to engage with the use of public APIs to collect data from social media platforms and perform statistical analysis in order to produce useful insights from data. The book assumes a basic understanding of the Python Standard Library and provides practical examples to guide you toward the creation of your data analysis project based on social data. What You Will Learn Interact with a social media platform via their public API with Python Store social data in a convenient format for data analysis Slice and dice social data using Python tools for data science Apply text analytics techniques to understand what people are talking about on social media Apply advanced statistical and analytical techniques to produce useful insights from data Build beautiful visualizations with web technologies to explore data and present data products In Detail Your social media is filled with a wealth of hidden data – unlock it with the power of Python. Transform your understanding of your clients and customers when you use Python to solve the problems of understanding consumer behavior and turning raw data into actionable customer insights. This book will help you acquire and analyze data from leading social media sites. It will show you how to employ scientific Python tools to mine popular social websites such as Facebook, Twitter, Quora, and more. Explore the Python libraries used for social media mining, and get the tips, tricks, and insider insight you need to make the most of them. Discover how to develop data mining tools that use a social media API, and how to create your own data analysis projects using Python for clear insight from your social data. Style and approach This practical, hands-on guide will help you learn everything you need to perform data mining for social media. Throughout the book, we take an example-oriented approach to use Python for data analysis and provide useful tips and tricks that you can use in day-to-day tasks.

Download or read book Mastering Social Media Mining with R written by Sharan Kumar Ravindran and published by Packt Publishing Ltd. This book was released on 2015-09-23 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: Extract valuable data from your social media sites and make better business decisions using R About This Book Explore the social media APIs in R to capture data and tame it Employ the machine learning capabilities of R to gain optimal business value A hands-on guide with real-world examples to help you take advantage of the vast opportunities that come with social media data Who This Book Is For If you have basic knowledge of R in terms of its libraries and are aware of different machine learning techniques, this book is for you. Those with experience in data analysis who are interested in mining social media data will find this book useful. What You Will Learn Access APIs of popular social media sites and extract data Perform sentiment analysis and identify trending topics Measure CTR performance for social media campaigns Implement exploratory data analysis and correlation analysis Build a logistic regression model to detect spam messages Construct clusters of pictures using the K-means algorithm and identify popular personalities and destinations Develop recommendation systems using Collaborative Filtering and the Apriori algorithm In Detail With an increase in the number of users on the web, the content generated has increased substantially, bringing in the need to gain insights into the untapped gold mine that is social media data. For computational statistics, R has an advantage over other languages in providing readily-available data extraction and transformation packages, making it easier to carry out your ETL tasks. Along with this, its data visualization packages help users get a better understanding of the underlying data distributions while its range of "standard" statistical packages simplify analysis of the data. This book will teach you how powerful business cases are solved by applying machine learning techniques on social media data. You will learn about important and recent developments in the field of social media, along with a few advanced topics such as Open Authorization (OAuth). Through practical examples, you will access data from R using APIs of various social media sites such as Twitter, Facebook, Instagram, GitHub, Foursquare, LinkedIn, Blogger, and other networks. We will provide you with detailed explanations on the implementation of various use cases using R programming. With this handy guide, you will be ready to embark on your journey as an independent social media analyst. Style and approach This easy-to-follow guide is packed with hands-on, step-by-step examples that will enable you to convert your real-world social media data into useful, practical information.

Download or read book Extracting Accountability written by Jessica M. Smith and published by MIT Press. This book was released on 2021-09-28 with total page 323 pages. Available in PDF, EPUB and Kindle. Book excerpt: How engineers in the mining and oil and gas industries attempt to reconcile competing domains of public accountability. The growing movement toward corporate social responsibility (CSR) urges corporations to promote the well-being of people and the planet rather than the sole pursuit of profit. In Extracting Accountability, Jessica Smith investigates how the public accountability of corporations emerges from the everyday practices of the engineers who work for them. Focusing on engineers who view social responsibility as central to their profession, she finds the corporate context of their work prompts them to attempt to reconcile competing domains of accountability—to formal guidelines, standards, and policies; to professional ideals; to the public; and to themselves. Their efforts are complicated by the distributed agency they experience as corporate actors: they are not always authors of their actions and frequently act through others. Drawing on extensive interviews, archival research, and fieldwork, Smith traces the ways that engineers in the mining and oil and gas industries accounted for their actions to multiple publics—from critics of their industry to their own friends and families. She shows how the social license to operate and an underlying pragmatism lead engineers to ask how resource production can be done responsibly rather than whether it should be done at all. She analyzes the liminality of engineering consultants, who experienced greater professional autonomy but often felt hamstrung when positioned as outsiders. Finally, she explores how critical participation in engineering education can nurture new accountabilities and chart more sustainable resource futures.

Download or read book Catholic Peacebuilding and Mining written by Caesar A. Montevecchio and published by Routledge. This book was released on 2022-01-31 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores the role of Catholic peacebuilding in addressing the global mining industry. Mining is intimately linked to issues of conflict, human rights, sustainable development, governance, and environmental justice. As an institution of significant scope and scale with a large network of actors at all levels and substantial theoretical and ethical resources, the Catholic Church is well positioned to acknowledge the essential role of mining, while challenging unethical and harmful practices, and promoting integral peace, development, and ecology. Drawing together theology, ethics, and praxis, the volume reflects the diversity of Catholic action on mining and the importance of an integrated approach. It includes contributions by an international and interdisciplinary range of scholars and practitioners. They examine Catholic action on mining in El Salvador, Peru, Colombia, the Democratic Republic of the Congo, and the Philippines. They also address general issues of corporate social responsibility, human rights, development, ecology, and peacebuilding. The book will be of interest to scholars of theology, social ethics, and Catholic studies as well as those specializing in development, ecology, human rights, and peace studies.