It has been used to expose injustice, improve health outcomes, and topple governments. But it has also been used to discriminate, police, and surveil. This potential for good, on the one hand, and harm, on the other, makes it essential to ask: Data science by whom? Data science for whom? Data science with whose interests in mind? The narratives around big data and data science are overwhelmingly white, male, and techno-heroic. In Data Feminism, Catherine D'Ignazio and Lauren Klein present a new way of thinking about data science and data ethics—one that is informed by intersectional feminist thought.Illustrating data feminism in action, D'Ignazio and Klein show how challenges to the male/female binary can help challenge other hierarchical (and empirically wrong) classification systems. They explain how, for example, an understanding of emotion can expand our ideas about effective data visualization, and how the concept of invisible labor can expose the significant human efforts required by our automated systems. And they show why the data never, ever “speak for themselves.”Data Feminism offers strategies for data scientists seeking to learn how feminism can help them work toward justice, and for feminists who want to focus their efforts on the growing field of data science. But Data Feminism is about much more than gender. It is about power, about who has it and who doesn't, and about how those differentials of power can be challenged and changed.

    Written in an accessible, conversational style, Johnson links theory with engaging examples in ways that enable readers to see the underlying nature and consequences of privilege and their connection to it. This extraordinarily successful book has been used across the country, both inside and outside the classroom, to shed light on issues of power and privilege.Allan Johnson has worked on issues of social inequality since receiving his Ph.D. in sociology from the University of Michigan in 1972. He has more than thirty years of teaching experience and is a frequent speaker on college and university campuses. Johnson has earned a reputation for writing that is exceptionally clear and explanations of complex ideas that are accessible to a broad audience.Instructors and students can now access their course content through the Connect digital learning platform by purchasing either standalone Connect access or a bundle of print and Connect access. McGraw-Hill Connect(R) is a subscription-based learning service accessible online through your personal computer or tablet. Choose this option if your instructor will require Connect to be used in the course. Your subscription to Connect includes the following:- SmartBook(R) - an adaptive digital version of the course textbook that personalizes your reading experience based on how well you are learning the content.- Access to your instructor's homework assignments, quizzes, syllabus, notes, reminders, and other important files for the course.- Progress dashboards that quickly show how you are performing on your assignments and tips for improvement.- The option to purchase (for a small fee) a print version of the book. This binder-ready, loose-leaf version includes free shipping.Complete system requirements to use Connect can be found here: http: //www.mheducation.com/highered/platform...

    Socioeconomic factors have led to the widespread and increased disenfranchisement of poorer people from the mainstream media and the institutions shaping it. This has coincided with a growing number of people from low income backgrounds also receiving better educations than ever before, and having the means at their disposal to both name and resent it.Steal as much as you can is the story of how this bright generation came to be, and what effective means are still at their disposal to challenge the establishment and ultimately win. By rejecting the established routines of achieving prosperity, and by stealing what you can from them on the way, this book offers hope to anyone who feels increasingly frustrated by our increasingly unequal society.

    He uncovers the roots of conflict between Irish-Americans & African-Americans & draws a powerful connection between the embracing of white supremacy & Irish "success" in 19th century American society.

    This groundbreaking book reveals how today's global businesses can be both environmentally responsible and highly profitable.

    Published in early 1968, it both kindled and colored the May 1968 upheavals in France, which captured the attention of the world. Naming and defining the alienating features of everyday life in consumer society: survival rather than living in full, the call to sacrifice, the cultivation of false needs, the dictatorship of the commodity, subjection to social roles, and the replacement of God by the economy, the book argues that the countervailing impulses that exist within deep alienation - creativity, spontaneity, poetry present an authentic alternative to nilhilistic consumerism. This carefully edited new translation marks the first North American publication of this important work and includes a new preface by the author.

    In the framework of a revised Marxism, this book shows how a more cooperative and democratic economy is already emerging, and how we can build on its successes. Society may be on the cusp of the greatest revolutionary movement in history.

    The idea of a counterculture -- a world outside of the consumer-dominated world that encompasses us -- pervades everything from the antiglobalization movement to feminism and environmentalism. And the idea that mocking or simply hoping the "system" will collapse, the authors argue, is not only counterproductive but has helped to create the very consumer society radicals oppose.In a lively blend of pop culture, history, and philosophical analysis, Heath and Potter offer a startlingly clear picture of what a concern for social justice might look like without the confusion of the counterculture obsession with being different.

    But if you cut off a starfish’s leg it grows a new one, and the old leg can grow into an entirely new starfish.What’s the hidden power behind the success of Wikipedia, Craigslist, and Skype? What do eBay and General Electric have in common with the abolitionist and women’s rights movements? What fundamental choice put General Motors and Toyota on vastly different paths? How could winning a Supreme Court case be the biggest mistake MGM could have made?After five years of ground-breaking research, Ori Brafman and Rod Beckstrom share some unexpected answers, gripping stories, and a tapestry of unlikely connections. The Starfish and the Spider argues that organizations fall into two categories: traditional “spiders,” which have a rigid hierarchy and top-down leadership, and revolutionary “starfish,” which rely on the power of peer relationships.The Starfish and the Spider explores what happens when starfish take on spiders (such as the music industry vs. Napster, Kazaa, and the P2P services that followed). It reveals how established companies and institutions, from IBM to Intuit to the US government, are also learning how to incorporate starfish principles to achieve success. The book explores:* How the Apaches fended off the powerful Spanish army for 200 years* The power of a simple circle* The importance of catalysts who have an uncanny ability to bring people together * How the Internet has become a breeding ground for leaderless organizations* How Alcoholics Anonymous has reached untold millions with only a shared ideology and without a leaderThe Starfish and the Spider is the rare book that will change how you understand the world around you.

    It means more than the arrival of trendy shops, much-maligned hipsters, and expensive lattes. The very future of American cities as vibrant, equitable spaces hangs in the balance.Peter Moskowitz's How to Kill a City takes readers from the kitchen tables of hurting families who can no longer afford their homes to the corporate boardrooms and political backrooms where destructive housing policies are devised. Along the way, Moskowitz uncovers the massive, systemic forces behind gentrification in New Orleans, Detroit, San Francisco, and New York. The deceptively simple question of who can and cannot afford to pay the rent goes to the heart of America's crises of race and inequality. In the fight for economic opportunity and racial justice, nothing could be more important than housing.A vigorous, hard-hitting expose, How to Kill a City reveals who holds power in our cities-and how we can get it back

    For years the Luddites roamed the English countryside, practicing drills and manoeuvres that they would later deploy on unsuspecting machines. The movement has been derided by scholars as a backwards-looking and ultimately ineffectual effort to stem the march of history; for Gavin Mueller, the movement gets at the heart of the antagonistic relationship between all workers, including us today, and the so-called progressive gains secured by new technologies. The Luddites weren’t primitive and they are still a force, however unconsciously, in the workplaces of the twenty-first century world.Breaking Things at Work is an innovative rethinking of labour and machines, leaping from textile mills to algorithms, from existentially threatened knife cutters of rural Germany to surveillance-evading truckers driving across the continental United States. Mueller argues that the future stability and empowerment of working-class movements will depend on subverting these technologies and preventing their spread wherever possible. The task is intimidating, but the seeds of this resistance are already present in the neo-Luddite efforts of hackers, pirates, and dark web users who are challenging surveillance and control, often through older systems of communication technology.

    Climate change, the depletion of oil, economic upheaval, and mass extinction together create a planetary emergency of overwhelming proportions. Active Hope shows us how to strengthen our capacity to face this crisis so that we can respond with unexpected resilience and creative power. Drawing on decades of teaching an empowerment approach known as the Work That Reconnects, the authors guide us through a transformational process informed by mythic journeys, modern psychology, spirituality, and holistic science. This process equips us with tools to face the mess we’re in and play our role in the collective transition, or Great Turning, to a life-sustaining society.

    It has been stifled by this myopic focus on the present, which is short-sighted and assimilationist.Cruising Utopia seeks to break the present stagnancy by cruising ahead. Drawing on the work of Ernst Bloch, José Esteban Muñoz recalls the queer past for guidance in presaging its future. He considers the work of seminal artists and writers such as Andy Warhol, LeRoi Jones, Frank O'Hara, Ray Johnson, Fred Herko, Samuel Delany, and Elizabeth Bishop, alongside contemporary performance and visual artists like Dynasty Handbag, My Barbarian, Luke Dowd, Tony Just, and Kevin McCarty in order to decipher the anticipatory illumination of art and its uncanny ability to open windows to the future.In a startling repudiation of what the LGBT movement has held dear, Muñoz contends that queerness is instead a futurity bound phenomenon, a "not yet here" that critically engages pragmatic presentism. Part manifesto, part love-letter to the past and the future, Cruising Utopia argues that the here and now are not enough and issues an urgent call for the revivification of the queer political imagination.