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.

    In relationships, we initiate the hard conversations. At home, we shoulder the mental load required to keep our households running. At work, we moderate our tone, explaining patiently and speaking softly. In the world, we step gingerly to keep ourselves safe. We do this largely invisible, draining work whether we want to or not—and we never clock out. No wonder women everywhere are overtaxed, exhausted, and simply fed up.In her ultra-viral article “Women Aren’t Nags—We’re Just Fed Up,” shared by millions of readers, Gemma Hartley gave much-needed voice to the frustration and anger experienced by countless women. Now, in Fed Up, Hartley expands outward from the everyday frustrations of performing thankless emotional labor to illuminate how the expectation to do this work in all arenas—private and public—fuels gender inequality, limits our opportunities, steals our time, and adversely affects the quality of our lives.More than just name the problem, though, Hartley teases apart the cultural messaging that has led us here and asks how we can shift the load. Rejecting easy solutions that don’t ultimately move the needle, Hartley offers a nuanced, insightful guide to striking real balance, for true partnership in every aspect of our lives. Reframing emotional labor not as a problem to be overcome, but as a genderless virtue men and women can all learn to channel in our quest to make a better, more egalitarian world, Fed Up is surprising, intelligent, and empathetic essential reading for every woman who has had enough with feeling fed up.

    This groundbreaking work seeks nothing less than fundamental cultural change: the transformation of basic attitudes about power, gender, race, and sexuality.The editors thoroughly reviewed the book for this new edition, selecting eight new essays that address topics such as rape as war crime, sports and sexual violence, sexual abuse among the clergy, conflict between traditional mores and women's rights in the Asian American and Latin American communities, as well insightful analyses of cyberporn.The diverse contributors are activists, opinion leaders, theologians, policymakers, educators, and authors of both genders. An excellent text for undergraduate classes in Women's Studies, Family Sociology or Criminal Justice, the book is being reissued on the 10th anniversary of the Violence Against Women Act.

    Third World feminism" into the narrative in a way that thoroughly alters our perspective on contemporary culture and subjectivity.What Sandoval has identified is a language, a rhetoric of resistance to postmodern cultural conditions. U.S liberation movements of the post-World War II era generated specific modes of oppositional consciousness. Out of these emerged a new activity of consciousness and language Sandoval calls the "methodology of the oppressed". This methodology -- born of the strains of the cultural and identity struggles that currently mark global exchange -- holds out the possibility of a new historical moment, a new citizen-subject, and a new form of alliance consciousness and politics.Utilizing semiotics and U.S. Third World feminist criticism, Sandoval demonstrates how this methodology mobilizes love as a category of critical analysis. Rendering this approach in all its specifics, Methodology of the Oppressed gives rise to an alternative mode of criticism opening new perspectives on a theoretical, literary, aesthetic, social movement, or psychic expression.

    Feminist Theory Reader is an anthology of classic and contemporary works of feminist theory, organized around the goal of providing both local and global perspectives.

    Since women earned the right to vote a little under one hundred years ago, our progress hasn't been the Olympic sprint toward gender equality first wave feminists hoped for, but more of a slow, elderly mall walk (with frequent stops to Cinnabon) over the four hundred million hurdles we still face. Some of these obstacles are obvious-unequal pay, under-representation in government, reproductive restrictions, lack of floor-length mirrors in hotel rooms. But a lot of them are harder to identify. They're the white noise of oppression that we've accepted as lady business as usual, and the patriarchy wants to keep it that way. Erin Gibson has a singular goal-to create a utopian future where women are recognized as humans. In Feminasty -- titled after her nickname on the hit podcast "Throwing Shade" -- she has written a collection of make-you-laugh-until-you-cry essays that expose the hidden rules that make life as a woman unnecessarily hard and deconstructs them in a way that's bold, provocative and hilarious. Whether it's shaming women for having their periods, allowing them into STEM fields but never treating them like they truly belong, or dictating strict rules for how they should dress in every situation, Erin breaks down the organized chaos of old fashioned sexism, intentional and otherwise, that systemically keeps women down.

    J. Simpson? Why women were no more supportive of the Equal Rights Amendment than men? Why women are no more likely than men to support a female political candidate? Why women are no more likely than men to embrace feminism--a movement by, about, and for women? Why some women stay with men who abuse them? "Loving to Survive" addresses just these issues and poses a surprising answer. Likening women's situation to that of hostages, Dee L. R. Graham and her co- authors argue that women bond with men and adopt men's perspective in an effort to escape the threat of men's violence against them.Dee Graham's announcement, in 1991, of her research on male-female bonding was immediately followed by a national firestorm of media interest. Her startling and provocative conclusion was covered in dozens of national newspapers and heatedly debated. In "Loving to Survive," Graham provides us with a complete account of her remarkable insights into relationships between men and women.In 1973, three women and one man were held hostage in one of the largest banks in Stockholm by two ex-convicts. These two men threatened their lives, but also showed them kindness. Over the course of the long ordeal, the hostages came to identify with their captors, developing an emotional bond with them. They began to perceive the police, their prospective liberators, as their enemies, and their captors as their friends, as a source of security. This seemingly bizarre reaction to captivity, in which the hostages and captors mutually bond to one another, has been documented in other cases as well, and has become widely known as Stockholm Syndrome.The authors of this book take this syndrome as their starting point to develop a new way of looking at male-female relationships. "Loving to Survive" considers men's violence against women as crucial to understanding women's current psychology. Men's violence creates ever-present, and therefore often unrecognized, terror in women. This terror is often experienced as a fear for any woman of rape by any man or as a fear of making any man angry. They propose that women's current psychology is actually a psychology of women under conditions of captivitythat is, under conditions of terror caused by male violence against women. Therefore, women's responses to men, and to male violence, resemble hostages' responses to captors."Loving to Survive" explores women's bonding to men as it relates to men's violence against women. It proposes that, like hostages who work to placate their captors lest they kill them, women work to please men, and from this springs women's femininity. Femininity describes a set of behaviors that please men because they communicate a woman's acceptance of her subordinate status. Thus, feminine behaviors are, in essence, survival strategies. Like hostages who bond to their captors, women bond to men in an effort to survive.This is a book that will forever change the way we look at male-female relationships and women's lives.

    It is a valuable contribution not just of film criticism but to a society in which the vital role of women is just beginning to emerge."—Christian Science Monitor"Haskell is interested in women—how they are used in movies, how they use movies, and how the parts they play function as projections and verifications of our myths about women's lot and woman's psyche and even, lately, women's lib."—Jane Kramer, Village Voice"In examining the goddesses worshipped by an entire nation, Molly Haskell reveals a good deal about our national character and our most cherished sexual myths. . . . Concerned with the deeply ingrained belief of women's inferiority, she analyzes movies as a social product as well as a social arbiter, and she effectively demonstrates how women are encouraged to impose limitations on themselves by fashioning those selves after flickering shadows in a darkened auditorium—sexual creatures who possess neither ability nor ambition beyond their bodies. . . . Both as an examination of film and as sociology, From Reverence to Rape is excellent."—Harriet Kriegel, The Nation

    In this enlightening book, Carol Tavris unmasks the widespread but invisible custom -- pervasive in the social sciences, medicine, law, and history -- of treating men as the normal standard, women as abnormal. Tavris expands our vision of normalcy by illuminating the similarities between women and men and showing that the real differences lie not in gender, but in power, resources, and life experiences. Winner of the American Association for Applied and Preventive Psychology's Distinguished Media Contribution Award

    Following a brief account of the historical relationship between structuralism and poststructuralism, this Very Short Introduction traces the key arguments that have ledpoststructuralists to challenge traditional theories of language and culture. While the author discusses such well-known figures as Barthes, Foucault, Derrida, and Lacan, she also draws pertinent examples from literature, art, film, and popular culture, unfolding the poststructuralist account ofwhat it means to be a human being.About the Series: Combining authority with wit, accessibility, and style, Very Short Introductions offer an introduction to some of life's most interesting topics. Written by experts for the newcomer, they demonstrate the finest contemporary thinking about the central problems and issues in hundredsof key topics, from philosophy to Freud, quantum theory to Islam

    As a country, we haven't wrapped our heads around what it should look like for a woman to be in the job of President. Our only models are men. While wildly disappointed by the outcome of the 2016 election, Palmieri argues that our feelings-confusion, love, hate, acceptance-can now open the country up to reimagining women in leadership roles. And that is what Palmieri takes on in this book-redefining expectations for women looking to lead and creating a blueprint for women candidates and leaders to follow. Dear Madam President will turn the results of the 2016 election into something incredibly empowering for graduates, future female leaders, and independent thinkers everywhere.

    And then she added a phrase that has since gained widespread currency: Well-behaved women seldom make history.Today those words appear almost everywhere on T-shirts, mugs, bumper stickers, plaques, greeting cards, and more. But what do they really mean? In this engrossing volume, Laurel Ulrich goes far beyond the slogan she inadvertently created and explores what it means to make history.Her volume ranges over centuries and cultures, from the fifteenth-century writer Christine de Pizan, who imagined a world in which women achieved power and influence, to the writings of nineteenth-century suffragist Elizabeth Cady Stanton and twentieth-century novelist Virginia Woolf. Ulrich updates de Pizan's Amazons with stories about women warriors from other times and places. She contrasts Woolf's imagined story about Shakespeare's sister with biographies of actual women who were Shakespeare's contemporaries. She turns Stanton's encounter with a runaway slave upside down, asking how the story would change if the slave rather than the white suffragist were at the center. She uses daybook illustrations to look at women who weren't trying to make history, but did. Throughout, she shows how the feminist wave of the 1970s created a generation of historians who by challenging traditional accounts of both men's and women's histories stimulated more vibrant and better-documented accounts of the past. Well-Behaved Women Seldom Make History celebrates a renaissance in history inspired by amateurs, activists, and professional historians. It is a tribute to history and to those who make it.

    In her study of the state of modern humanity, Hannah Arendt considers humankind from the perspective of the actions of which it is capable. The problems Arendt identified then--diminishing human agency and political freedom; the paradox that as human powers increase through technological and humanistic inquiry, we are less equipped to control the consequences of our actions—continue to confront us today.

    With all the revolutionary zeal, laugh-out-loud humour and intelligence of Laura Bates, Caitlin Moran and Bell Hooks, Emer O'Toole explores what it really means to 'act like a girl'.Being a woman is, largely, about performance - how we dress and modify our bodies, what we say, the roles we play, and how we conform to expectations. Gender stereotypes are still deeply embedded in our society, but Emer O'Toole is on a mission to re-write the old script and bend the rules of gender - and she shows how and why we should all be joining in.With game-changing ideas and laugh-out-loud humour, this book will open your mind and revolutionise the way that you think about gender.

    A dynamic chronicle not just a movement but an era, this is the story of a group of pissed-off girls with no patience for sexism and no intention of keeping quiet.