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.

    But at what cost? In this urgent and revelatory excavation of our Information Age, leading technology thinker Adam Greenfield forces us to reconsider our relationship with the networked objects, services and spaces that define us. It is time to re-evaluate the Silicon Valley consensus determining the future.We already depend on the smartphone to navigate every aspect of our existence. We're told that innovations--from augmented-reality interfaces and virtual assistants to autonomous delivery drones and self-driving cars--will make life easier, more convenient and more productive. 3D printing promises unprecedented control over the form and distribution of matter, while the blockchain stands to revolutionize everything from the recording and exchange of value to the way we organize the mundane realities of the day to day. And, all the while, fiendishly complex algorithms are operating quietly in the background, reshaping the economy, transforming the fundamental terms of our politics and even redefining what it means to be human.Having successfully colonized everyday life, these radical technologies are now conditioning the choices available to us in the years to come. How do they work? What challenges do they present to us, as individuals and societies? Who benefits from their adoption? In answering these questions, Greenfield's timely guide clarifies the scale and nature of the crisis we now confront --and offers ways to reclaim our stake in the future.

    According to the August Forrester Report, 56 percent of IT managers interviewed at Global 2,500 companies are already using some type of open source software in their infrastructure and another 6 percent will install it in the next two years. This revolutionary model for collaborative software development is being embraced and studied by many of the biggest players in the high-tech industry, from Sun Microsystems to IBM to Intel.The Cathedral & the Bazaar is a must for anyone who cares about the future of the computer industry or the dynamics of the information economy. Already, billions of dollars have been made and lost based on the ideas in this book. Its conclusions will be studied, debated, and implemented for years to come. According to Bob Young, "This is Eric Raymond's great contribution to the success of the open source revolution, to the adoption of Linux-based operating systems, and to the success of open source users and the companies that supply them."The interest in open source software development has grown enormously in the past year. This revised and expanded paperback edition includes new material on open source developments in 1999 and 2000. Raymond's clear and effective writing style accurately describing the benefits of open source software has been key to its success. With major vendors creating acceptance for open source within companies, independent vendors will become the open source story in 2001.

    Likewise, there is no stronger foe of zombie economics, the misunderstandings that just won’t die.In Arguing with Zombies, Krugman tackles many of these misunderstandings, taking stock of where the United States has come from and where it’s headed in a series of concise, digestible chapters. Drawn mainly from his popular New York Times column, they cover a wide range of issues, organized thematically and framed in the context of a wider debate. Explaining the complexities of health care, housing bubbles, tax reform, Social Security, and so much more with unrivaled clarity and precision, Arguing with Zombies is Krugman at the height of his powers.Arguing with Zombies puts Krugman at the front of the debate in the 2020 election year and is an indispensable guide to two decades’ worth of political and economic discourse in the United States and around the globe. With quick, vivid sketches, Krugman turns his readers into intelligent consumers of the daily news and hands them the keys to unlock the concepts behind the greatest economic policy issues of our time. In doing so, he delivers an instant classic that can serve as a reference point for this and future generations.

    More than thirty percent of South Africa's population receive such payments, even as pundits elsewhere proclaim the neoliberal death of the welfare state. These programs' successes at reducing poverty under conditions of mass unemployment, Ferguson argues, provide an opportunity for rethinking contemporary capitalism and for developing new forms of political mobilization. Interested in an emerging "politics of distribution," Ferguson shows how new demands for direct income payments (including so-called "basic income") require us to reexamine the relation between production and distribution, and to ask new questions about markets, livelihoods, labor, and the future of progressive politics.

    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.

    Understanding what lay behind these events, the rise of "fictitious capital" and its opaque logic, is crucial to grasping the social and political conditions under which we live. Yet, for most people, the operations of the financial system remain shrouded in mystery.In this lucid and compelling book, economist C�dric Durand offers a concise and critical introduction to the world of finance, unveiling the truth behind the credit crunch. Fictitious Capital moves beyond moralizing tales about greedy bankers, short-sighted experts and compromised regulators to look at the big picture. Using comparative data covering the last four decades, Durand examines the relationship between trends such as the rise in private and public debt and the proliferation of financial products; norms such as our habitual assumptions about the production of value and financial stability; and the relationship of all this to political power.Fictitious Capital offers a stark warning about the direction that the international economy is taking. Durand argues that the accelerated expansion of financial operations is a sign of the declining power of the economies of the Global North. The City, Wall Street and other centres of the power of money, he suggests, may already be caked with the frosts of winter.

    When people are trapped in a cycle of debt it also can affect their subjectivity and how they temporally inhabit the world by making it difficult for them to imagine and plan for the future. What psychic toll does this have on residents? How does it feel to be routinely dehumanized and exploited by the police?—from Carceral CapitalismIn this collection of essays in Semiotext(e)'s Intervention series, Jackie Wang examines the contemporary incarceration techniques that have emerged since the 1990s. The essays illustrate various aspects of the carceral continuum, including the biopolitics of juvenile delinquency, predatory policing, the political economy of fees and fines, cybernetic governance, and algorithmic policing. Included in this volume is Wang's influential critique of liberal anti-racist politics, “Against Innocence,” as well as essays on RoboCop, techno-policing, and the aesthetic problem of making invisible forms of power legible.Wang shows that the new racial capitalism begins with parasitic governance and predatory lending that extends credit only to dispossess later. Predatory lending has a decidedly spatial character and exists in many forms, including subprime mortgage loans, student loans for sham for-profit colleges, car loans, rent-to-own scams, payday loans, and bail bond loans. Parasitic governance, Wang argues, operates through five primary techniques: financial states of exception, automation, extraction and looting, confinement, and gratuitous violence. While these techniques of governance often involve physical confinement and the state-sanctioned execution of black Americans, new carceral modes have blurred the distinction between the inside and outside of prison. As technologies of control are perfected, carcerality tends to bleed into society.

    VI Lenin's Imperialism: The Highest Stage of Capitalism was one of the first attempts to account for the increasing importance of the world market in the twentieth century. Originally published in 1916, Imperialism explains how colonialism and the First World War were inherent features of the global development of the capitalist economy.In a new introduction, Norman Lewis and James Malone contrast Lenin's approach with that adopted by contemporary theories of globalisation. They argue that, while much has changed since Lenin wrote, his theoretical framework remains the best method for understanding recent global developments.

    He was arrested, interrogated and imprisoned by the communists, and watched illiterate Taliban soldiers burn piles of his books in the street. He even resorted to hiding most of his stock—almost ten thousand books—in attics all over Kabul.But while Khan is passionate in his love of books and his hatred of censorship, he also has strict views on family life and the role of women. As an outsider, Åsne Seierstad found herself in a unique position, able to move freely between the private, restricted sphere of the women—including Khan’s two wives—and the freer, more public lives of the men.It is an experience that Seierstad finds both fascinating and frustrating. As she steps back from the page and allows the Khans to speak for themselves, we learn of proposals and marriages, hope and fear, crime and punishment. The result is a genuinely gripping and moving portrait of a family, and a clear-eyed assessment of a country struggling to free itself from history.' to 'This mesmerizing portrait of a proud man who, through three decades and successive repressive regimes, heroically braved persecution to bring books to the people of Kabul has elicited extraordinary praise throughout the world and become a phenomenal international bestseller. The Bookseller of Kabul is startling in its intimacy and its details—a revelation of the plight of Afghan women and a window into the surprising realities of daily life in today’s Afghanistan.'

    And scientists, being human, respond to incentives and costs, in money and glory. Choosing a research topic, deciding what papers to write and where to publish them, sticking with a familiar area or going into something new the payoff may be tenure or a job at a highly ranked university or a prestigious award or a bump in salary. The risk may be not getting "any" of that.At a time when science is seen as an engine of economic growth, Paula Stephan brings a keen understanding of the ongoing cost-benefit calculations made by individuals and institutions as they compete for resources and reputation. She shows how universities offload risks by increasing the percentage of non-tenure-track faculty, requiring tenured faculty to pay salaries from outside grants, and staffing labs with foreign workers on temporary visas. With funding tight, investigators pursue safe projects rather than less fundable ones with uncertain but potentially path-breaking outcomes. Career prospects in science are increasingly dismal for the young because of ever-lengthening apprenticeships, scarcity of permanent academic positions, and the difficulty of getting funded.Vivid, thorough, and bold, "How Economics Shapes Science" highlights the growing gap between the haves and have-nots especially the vast imbalance between the biomedical sciences and physics/engineering and offers a persuasive vision of a more productive, more creative research system that would lead and benefit the world."

    Why do well-intentioned plans for improving the human condition go tragically awry?In this wide-ranging and original book, James C. Scott analyzes failed cases of large-scale authoritarian plans in a variety of fields. Centrally managed social plans misfire, Scott argues, when they impose schematic visions that do violence to complex interdependencies that are not—and cannot—be fully understood. Further, the success of designs for social organization depends upon the recognition that local, practical knowledge is as important as formal, epistemic knowledge. The author builds a persuasive case against "development theory" and imperialistic state planning that disregards the values, desires, and objections of its subjects. He identifies and discusses four conditions common to all planning disasters: administrative ordering of nature and society by the state; a "high-modernist ideology" that places confidence in the ability of science to improve every aspect of human life; a willingness to use authoritarian state power to effect large- scale interventions; and a prostrate civil society that cannot effectively resist such plans.

    Women and Leadership takes a consistent and comprehensive approach to teasing out what is different for women leaders. Almost every year new findings are published about the way people see women leaders compared with their male counterparts. The authors have taken that academic work and tested it in the real world. The same set of interview questions were put to each leader in frank face-to-face interviews. Their responses were then used to examine each woman's journey in leadership and whether their lived experiences were in line with or different from what the research would predict.Women and Leadership presents a lively and readable analysis of the influence of gender on women's access to positions of leadership, the perceptions of them as leaders, the trajectory of their leadership and the circumstances in which it comes to an end. By presenting the lessons that can be learned from women leaders, Julia and Ngozi provide a road map of essential knowledge to inspire us all, and an action agenda for change that allows women to take control and combat gender bias.Featuring Jacinda Ardern, Hillary Clinton, Ellen Johnson Sirleaf, Theresa May, Michelle Bachelet, Joyce Banda, Erna Solberg, Christine Lagarde and more.

    This ideology, Professor Lipset observes, defines the limits of political debate in the United States and shapes our society.American Exceptionalism explains why socialism has never taken hold in the United States, why Americans are resistant to absolute quotas as a way to integrate blacks and other minorities, and why American religion and foreign policy have a moralistic, crusading streak.

    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