Over years of groundbreaking experiments, he has distilled remarkable discoveries significant enough to become the bedrock of a whole new scientific field: social physics. Humans have more in common with bees than we like to admit: We’re social creatures first and foremost. Our most important habits of action—and most basic notions of common sense—are wired into us through our coordination in social groups. Social physics is about idea flow, the way human social networks spread ideas and transform those ideas into behaviors. Thanks to the millions of digital bread crumbs people leave behind via smartphones, GPS devices, and the Internet, the amount of new information we have about human activity is truly profound. Until now, sociologists have depended on limited data sets and surveys that tell us how people say they think and behave, rather than what they actually do. As a result, we’ve been stuck with the same stale social structures—classes, markets—and a focus on individual actors, data snapshots, and steady states. Pentland shows that, in fact, humans respond much more powerfully to social incentives that involve rewarding others and strengthening the ties that bind than incentives that involve only their own economic self-interest. Pentland and his teams have found that they can study patterns of information exchange in a social network without any knowledge of the actual content of the information and predict with stunning accuracy how productive and effective that network is, whether it’s a business or an entire city. We can maximize a group’s collective intelligence to improve performance and use social incentives to create new organizations and guide them through disruptive change in a way that maximizes the good. At every level of interaction, from small groups to large cities, social networks can be tuned to increase exploration and engagement, thus vastly improving idea flow.  Social Physics will change the way we think about how we learn and how our social groups work—and can be made to work better, at every level of society. Pentland leads readers to the edge of the most important revolution in the study of social behavior in a generation, an entirely new way to look at life itself.

    E. Patrick Johnson challenges stereotypes of the South as backward or repressive and offers a window into the ways black gay men negotiate their identities, build community, maintain friendship networks, and find sexual and life partners--often in spaces and activities that appear to be antigay. Ultimately, Sweet Tea validates the lives of these black gay men and reinforces the role of storytelling in both African American and southern cultures.

    She argues for the importance of recognizing---and archiving---accounts of trauma that belong as much to the ordinary and everyday as to the domain of catastrophe. Cvetkovich contends that the field of trauma studies, limited by too strict a division between the public and the private, has overlooked the experiences of women and queers. Rejecting the pathologizing understandings of trauma that permeate medical and clinical discourses on the subject, she develops instead a sex-positive approach missing even from most feminist work on trauma. An Archive of Feelings challenges the field to engage more fully with sexual trauma and the wide range of feelings in its vicinity, including those associated with butch-femme sex and AIDS activism and caretaking.An Archive of Feelings brings together oral histories from lesbian activists involved in act/up New York; readings of literature by Dorothy Allison, Leslie Feinberg, Cherrie Moraga, and Shani Mootoo; videos by Jean Carlomusto and Pratibha Parmar; and performances by Lisa Kron, Carmelita Tropicana, and the bands Le Tigre and Tribe 8. Cvetkovich reveals how these cultural formations---activism, performance, and literature---give rise to public cultures that both work through trauma and transform the conditions producing it. By looking closely at connections between sexuality, trauma, and the creation of lesbian public cultures, Cvetkovich makes those experiences that have been pushed to the peripheries of trauma culture the defining principles of a new construction of sexual trauma-one in which trauma catalyzes the creation of cultural archives and political communities.About the Author: Ann Cvetkovich is Associate Professor of English at the University of Texas at Austin. She is the author of Mixed Feelings: Feminism, Mass Culture, and Victorian Sensationalism.

    Today data science determines the ads we see online, the books and movies that are recommended to us online, which emails are filtered into our spam folders, and even how much we pay for health insurance. This volume in the MIT Press Essential Knowledge series offers a concise introduction to the emerging field of data science, explaining its evolution, current uses, data infrastructure issues, and ethical challenges.It has never been easier for organizations to gather, store, and process data. Use of data science is driven by the rise of big data and social media, the development of high-performance computing, and the emergence of such powerful methods for data analysis and modeling as deep learning. Data science encompasses a set of principles, problem definitions, algorithms, and processes for extracting non-obvious and useful patterns from large datasets. It is closely related to the fields of data mining and machine learning, but broader in scope. This book offers a brief history of the field, introduces fundamental data concepts, and describes the stages in a data science project. It considers data infrastructure and the challenges posed by integrating data from multiple sources, introduces the basics of machine learning, and discusses how to link machine learning expertise with real-world problems. The book also reviews ethical and legal issues, developments in data regulation, and computational approaches to preserving privacy. Finally, it considers the future impact of data science and offers principles for success in data science projects.

    Probing questions, the same ones that students often bring to the course, frame readable chapters that are packed with the most up-to-date scholarship available—in language students will understand. The authors use memorable examples mined from pop culture, history, psychology, biology, and everyday life to truly engage students in the study of gender and spark interest in sociological perspectives.

    There is every reason to believe that, within a few weeks of its onset, the infection was universally present in the nose and throat of the people, disseminated by mouth spray given off on talking by innumerable carriers and, in addition, by the coughing and sneezing of the sick. Susceptibility was very general, though it varied greatly in degree. Among those who escaped well marked sickness there are few who could not recall having had an occluded or running nose, or a raw feeling in the throat, or a cough, or aches and pains, at some time during the period of the prevalence of the disease, these probably representing the price such persons paid for their immunization." - Dr. Bernard Fantus In many ways, it is hard for modern people living in First World countries to conceive of a pandemic sweeping around the world and killing millions of people, and it is even harder to believe that something as common as influenza could cause such widespread illness and death. Although the flu still takes hundreds of lives each year, most of those lost are very young or old or ill with something else that had already weakened them. In fact, most people contract influenza at least once, and many suffer from the flu several times in their lives and survive it with a minimum amount of medical attention. In 1918, the world was still in the throes of the Great War, the deadliest conflict in human history at that point, but while World War I would be a catastrophic war surpassed only by World War II, an unprecedented influenza outbreak that same year inflicted casualties that would make both wars pale in comparison. An illness, or more likely a collection of illnesses, Spanish influenza quickly spread across the world and may have killed upwards of 100 million people, decimating populations across developed nations and possibly wiping out as much as 5% of the world’s population. If anything, the ongoing war and the censorship maintained by the countries fighting it may have resulted in the actual toll of the outbreak being underestimated based on the way soldiers’ deaths were categorized. World War I may have distracted people about the unprecedented nature of the outbreak, but the most alarming aspect of the outbreak in 1918 was the indiscriminate nature in which the scourge attacked young and old, healthy and unhealthy, and rich and poor alike. In fact, the popular name for the outbreak was a reference to the fact that Spain’s own king was stricken with the disease. While he and President Woodrow Wilson ended up surviving it, former First Lady Rose Cleveland did not. The staggering number of fatalities, and the way in which seemingly anybody could suffer during the outbreak, taught people in the early 20th century that regardless of the tremendous strides made by technology, and no matter how stalemated the war was, nobody was safe from nature itself. Of course, it also demonstrated how much more work could be done to prevent similar occurrences. The 1918 pandemic was neither the first nor the last outbreak of the flu, but it was by far the worst, and it forever changed the face of medicine and public health care in both North America and Europe. The 1918 Spanish Flu Pandemic: The History and Legacy of the World’s Deadliest Outbreak chronicles the devastating disease and the damage it wrought across the globe.

    Astounded by the response she received and the wide range of stories that came pouring in from all over the world, she quickly realised that the situation was far worse than she'd initially thought. Enough was enough. From being leered at and wolf-whistled on the street, to aggravation in the work place and serious sexual assault, it was clear that sexism had been normalised. Bates decided it was time for change. This bold, jaunty and ultimately intelligent book is the first to give a collective online voice to the protest against sexism. This game changing book is a juggernaut of stories, often shocking, sometimes amusing and always poignant - it is a must read for every inquisitive, no-nonsense modern woman.

    Darrell Huff runs the gamut of every popularly used type of statistic, probes such things as the sample study, the tabulation method, the interview technique, or the way the results are derived from the figures, and points up the countless number of dodges which are used to fool rather than to inform.

    A great starting point for anyone curious about queer and trans life, and helpful for those already on their own journeys!

    In addition, it should have repercussions in a variety of disciplines, ranging from anthropology and psychology to epistemology and the philosophy of science. . . . Lakoff asks: What do categories of language and thought reveal about the human mind? Offering both general theory and minute details, Lakoff shows that categories reveal a great deal."—David E. Leary, American Scientist

    To cover is to downplay a disfavored trait so as to blend into the mainstream. Because all of us possess stigmatized attributes, we all encounter pressure to cover in our daily lives. Given its pervasiveness, we may experience this pressure to be a simple fact of social life.Against conventional understanding, Kenji Yoshino argues that the demand to cover can pose a hidden threat to our civil rights. Though we have come to some consensus against penalizing people for differences based on race, sex, sexual orientation, religion, and disability, we still routinely deny equal treatment to people who refuse to downplay differences along these lines. Racial minorities are pressed to “act white” by changing their names, languages, or cultural practices. Women are told to “play like men” at work. Gays are asked not to engage in public displays of same-sex affection. The devout are instructed to minimize expressions of faith, and individuals with disabilities are urged to conceal the paraphernalia that permit them to function. In a wide-ranging analysis, Yoshino demonstrates that American civil rights law has generally ignored the threat posed by these covering demands. With passion and rigor, he shows that the work of civil rights will not be complete until it attends to the harms of coerced conformity. At the same time, Yoshino is responsive to the American exasperation with identity politics, which often seems like an endless parade of groups asking for state and social solicitude. He observes that the ubiquity of the covering demand provides an opportunity to lift civil rights into a higher, more universal register. Since we all experience the covering demand, we can all make common cause around a new civil rights paradigm based on our desire for authenticity–a desire that brings us together rather than driving us apart. Yoshino’s argument draws deeply on his personal experiences as a gay Asian American. He follows the Romantics in his belief that if a human life is described with enough particularity, the universal will speak through it. The result is a work that combines one of the most moving memoirs written in years with a landmark manifesto on the civil rights of the future. “This brilliantly argued and engaging book does two things at once, and it does them both astonishingly well. First, it's a finely grained memoir of young man’s struggles to come to terms with his sexuality, and second, it's a powerful argument for a whole new way of thinking about civil rights and how our society deals with difference. This book challenges us all to confront our own unacknowledged biases, and it demands that we take seriously the idea that there are many different ways to be human. Kenji Yoshino is the face and the voice of the new civil rights.” -Barbara Ehrenreich, author of Nickel and Dimed“Kenji Yoshino has not only given us an important, compelling new way to understand civil rights law, a major accomplishment in itself, but with great bravery and honesty, he has forged his argument from the cauldron of his own experience. In clear, lyrical prose, Covering quite literally brings the law to life. The result is a book about our public and private selves as convincing to the spirit as it is to the mind.” -Adam Haslett, author of You Are Not A Stranger Here“Kenji Yoshino's work is often moving and always clarifying. Covering elaborates an original, arresting account of identity and authenticity in American culture.”-Anthony Appiah, author of The Ethics of Identity and Laurance S. Rockefeller University Professor Of Philosophy at Princeton University“This stunning book introduces three faces of the remarkable Kenji Yoshino: a writer of poetic beauty; a soul of rare reflectivity and decency; and a brilliant lawyer and scholar, passionately committed to uncovering human rights. Like W.E.B. DuBois's The Souls of Black Folk and Betty Friedan's The Feminine Mystique, this book fearlessly blends gripping narrative with insightful analysis to further the cause of human emancipation. And like those classics, it should explode into America's consciousness.”-Harold Hongju Koh Dean, Yale Law School and former Assistant Secretary of State for Human Rights“Covering is a magnificent work - so eloquently and powerfully written I literally could not put it down. Sweeping in breadth, brilliantly argued, and filled with insight, humor, and erudition, it offers a fundamentally new perspective on civil rights and discrimination law. This extraordinary book is many things at once: an intensely moving personal memoir; a breathtaking historical and cultural synthesis of assimilation and American equality law; an explosive new paradigm for transcending the morass of identity politics; and in parts, pure poetry. No one interested in civil rights, sexuality, discrimination - or simply human flourishing - can afford to miss it.” -Amy Chua, author of World on Fire“In this stunning, original book, Kenji Yoshino demonstrates that the struggle for gay rights is not only a struggle to liberate gays---it is a struggle to free all of us, straight and gay, male and female, white and black, from the pressures and temptations to cover vital aspects of ourselves and deprive ourselves and others of our full humanity. Yoshino is both poet and lawyer, and by joining an exquisitely observed personal memoir with a historical analysis of civil rights, he shows why gay rights is so controversial at present, why “covering” is the issue of contention, and why the “covering demand,” universal in application, is the civil rights issue of our time. This is a beautifully written, brilliant and hopeful book, offering a new understanding of what is at stake in our fight for human rights.” -Carol Gilligan, author of In a Different Voice

    The idea of “the heterosexual” was unprecedented. After all, men and women had been having sex, marrying, building families, and sometimes even falling in love for millennia without having any special name for their emotions or acts. Yet, within half a century, “heterosexual” had become a byword for “normal,” enshrined in law, medicine, psychiatry, and the media as a new gold standard for human experience. With an eclectic scope and fascinating detail, Straight tells the eye-opening story of a complex and often contradictory man-made creation that turns out to be anything but straight or narrow.

    It's not that she's an outcast (she might even be your friend or your wife, or your mother) so much as she's a social variable. Sometimes, she's the life of the party; others, she's the center of gossip. She's the unruly woman, and she's one of the most provocative, powerful forms of womanhood today. There have been unruly women for as long as there have been boundaries of what constitutes acceptable "feminine" behavior, but there's evidence that she's on the rise--more visible and less easily dismissed--than ever before. In Too Fat, Too Slutty, Too Loud, Anne Helen Petersen uses the lens of "unruliness" to explore the ascension of eleven contemporary powerhouses: Serena Williams, Melissa McCarthy, Abbi Jacobson, Ilana Glazer, Nicki Minaj, Kim Kardashian, Hillary Clinton, Caitlyn Jenner, Jennifer Weiner, and Lena Dunham. Petersen explores why the public loves to love (and hate) these controversial figures, each of whom has been conceived as "too" something: too queer, too strong, too honest, too old, too pregnant, too shrill, too much. With its brisk, incisive analysis, Too Fat, Too Slutty, Too Loud will be a conversation-starting book on what makes and breaks celebrity today.

    Judith Halberstam proposes “low theory” as a mode of thinking and writing that operates at many different levels at once. Low theory is derived from eccentric archives. It runs the risk of not being taken seriously. It entails a willingness to fail and to lose one’s way, to pursue difficult questions about complicity, and to find counterintuitive forms of resistance. Tacking back and forth between high theory and low theory, high culture and low culture, Halberstam looks for the unexpected and subversive in popular culture, avant-garde performance, and queer art. She pays particular attention to animated children’s films, revealing narratives filled with unexpected encounters between the childish, the transformative, and the queer. Failure sometimes offers more creative, cooperative, and surprising ways of being in the world, even as it forces us to face the dark side of life, love, and libido.

    What should we do, or leave undone, in a day or a lifetime? How much messiness should we accept? What balance of new activities and familiar favorites is the most fulfilling? These may seem like uniquely human quandaries, but they are not: computers, too, face the same constraints, so computer scientists have been grappling with their version of such issues for decades. And the solutions they've found have much to teach us.In a dazzlingly interdisciplinary work, acclaimed author Brian Christian and cognitive scientist Tom Griffiths show how the algorithms used by computers can also untangle very human questions. They explain how to have better hunches and when to leave things to chance, how to deal with overwhelming choices and how best to connect with others. From finding a spouse to finding a parking spot, from organizing one's inbox to understanding the workings of memory, Algorithms to Live By transforms the wisdom of computer science into strategies for human living.