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.

    To address this void, they started a blog. Now with an annual readership of nearly one million, their posts foster dialogue about activist methods, intersectionality, and sisterhood. And the writers' personal identities—as black women; as sisters, daughters, and lovers; and as television watchers, sports fans, and music lovers—are never far from the discussion at hand.These essays explore "Sex and Power in the Black Church," discuss how "Clair Huxtable is Dead," list "Five Ways Talib Kweli Can Become a Better Ally to Women in Hip Hop," and dwell on "Dating with a Doctorate (She Got a Big Ego?)." Self-described as "critical homegirls," the authors tackle life stuck between loving hip hop and ratchet culture while hating patriarchy, misogyny, and sexism.Brittney Cooper is an assistant professor at Rutgers University. In addition to a weekly column in Salon.com, her words have appeared in the New York Times, the Washington Post, Cosmo.com, and many others. In 2013 and 2014, she was named to the Root.com's Root 100, an annual list of Top Black Influencers.Susana M. Morris received her Ph.D. from Emory University and is currently an associate professor of English at Auburn University.Robin M. Boylorn is assistant professor at the University of Alabama. She is the author of the award-winning monograph Sweetwater: Black Women and Narratives of Resilience (Peter Lang, 2013).

    Debra Soh uses a research-based approach to address this hot-button topic, unmasking popular misconceptions about the nature vs. nurture debate and exploring what it means to be a woman or a man in today’s society. Both scientific and objective, and drawing on original research and carefully conducted interviews, Soh tackles a wide range of issues, such as gender-neutral parenting, gender dysphoric children, and the neuroscience of being transgender. She debates today’s accepted notion that gender is a social construct and a spectrum, and challenges the idea that there is no difference between how male and female brains operate. The End of Gender is a conversation-starting work that will challenge what you thought you knew about gender, identity, and everything in between. Timely, informative, and provocative, it will arm you with the facts you need to come to your own conclusions about gender identity and its place in the world today.

    Part coming-of-age story, part mind-altering manifesto on gender and sexuality, coming directly to you from the life experiences of a transgender woman, Gender Outlaw breaks all the rules and leaves the reader forever changed.26 black-and-white illustrations.

    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.

    Written at the onset of the First World War, My Own Story brings attention to Pankhurst's cause while defending her decision to cease activism until the end of the war. Notable for its descriptions of the British prison system, My Own Story is an invaluable document of a life dedicated to others, of a historical moment in which an oppressed group rose up to advocate for the simplest of demands: equality.Born in a politically active household, Emmeline Pankhurst was introduced to the women's suffrage movement at a young age. In 1903, she founded the Women's Social and Political Union (WSPU), an organization dedicated to the suffragette movement. As their speeches, rallies, and petitions failed to make headway, they turned to militant protest, and in 1908 Emmeline was arrested for attempting to enter Parliament to deliver a document to Prime Minister H.H. Asquith. Imprisoned for six weeks, she observed the horrifying conditions of prison life, including solitary confinement. This experience changed her outlook on the struggle for women's suffrage, and she increasingly saw imprisonment as a means of radical publicity. Over the next several years, she would be arrested seven times for rioting, destroying property, and assaulting police officers, and while in prison staged hunger strikes in order to gain the attention of the press and political establishment. My Own Story is a record of one woman's tireless advocacy for the sake of countless others.With a beautifully designed cover and professionally typeset manuscript, this edition of Emmeline Pankhurst's My Own Story is a classic of English literature reimagined for modern readers.

    None of this felt right; and as she got older, she longed for more stories that allowed disability to be complex and ordinary, uncomfortable and fine, painful and fulfilling.Writing about the rhythms and textures of what it means to live in a body that doesn’t fit, Rebekah reflects on everything from the complications of kindness and charity, living both independently and dependently, experiencing intimacy, and how the pervasiveness of ableism in our everyday media directly translates to everyday life.Disability affects all of us, directly or indirectly, at one point or another. By exploring this truth in poignant and lyrical essays, Taussig illustrates the need for more stories and more voices to understand the diversity of humanity. Sitting Pretty challenges us as a society to be patient and vigilant, practical and imaginative, kind and relentless, as we set to work to write an entirely different story.

    It is the perfect introduction to feminist literary theory today.

    It offers a long overdue validation of the experiences of women of color.Discussing subjects as varied as The Hunger Games, Alexandria Ocasio-Cortez, the viral "BBQ Becky" video, and 19th century lynchings of Mexicans in the American Southwest, Ruby Hamad undertakes a new investigation of gender and race. She shows how the division between innocent white women and racialized, sexualized women of color was created, and why this division is crucial to confront.Along the way are revelatory responses to questions such as: Why are white men not troubled by sexual assault of women? With rigor and precision, Hamad builds a powerful argument about the legacy of white superiority we are socialized in, a reality we must apprehend in order to fight.

    Powerful and passionate, Care Work is a crucial and necessary call to arms.

    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.

    How do we get out of it?The Care Manifesto puts care at the heart of the debates of our current crisis: from intimate care--childcare, healthcare, elder care--to care for the natural world. We live in a world where carelessness reigns, but it does not have to be this way.The Care Manifesto puts forth a vision for a truly caring world. The authors want to reimagine the role of care in our everyday lives, making it the organising principle in every dimension and at every scale of life. We are all dependent on each other, and only by nurturing these interdependencies can we cultivate a world in which each and every one of us can not only live but thrive.The Care Manifesto demands that we must put care at the heart of the state and the economy. A caring government must promote collective joy, not the satisfaction of individual desire. This means the transformation of how we organise work through co-operatives, localism and nationalisation. It proposes the expansion of our understanding of kinship for a more 'promiscuous care'. It calls for caring places through the reclamation of public space, to make a more convivial city. It sets out an agenda for the environment, most urgent of all, putting care at the centre of our relationship to the natural world.

    “Anchored by data and aromatized by anecdotes, [Rosin] concludes that women are gaining the upper hand." – The Washington Post Men have been the dominant sex since, well, the dawn of mankind. But Hanna Rosin was the first to notice that this long-held truth is, astonishingly, no longer true. Today, by almost every measure, women are no longer gaining on men: They have pulled decisively ahead. And “the end of men”—the title of Rosin’s Atlantic cover story on the subject—has entered the lexicon as dramatically as Betty Friedan’s “feminine mystique,” Simone de Beauvoir’s “second sex,” Susan Faludi’s “backlash,” and Naomi Wolf’s “beauty myth” once did. In this landmark book, Rosin reveals how our current state of affairs is radically shifting the power dynamics between men and women at every level of society, with profound implications for marriage, sex, children, work, and more. With wide-ranging curiosity and insight unhampered by assumptions or ideology, Rosin shows how the radically different ways men and women today earn, learn, spend, couple up—even kill—has turned the big picture upside down. And in The End of Men she helps us see how, regardless of gender, we can adapt to the new reality and channel it for a better future.

    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.

    This powerful account of brutality against women in the Muslim world remains as shocking today as when it was first published, more than a quarter of a century ago. It was the horrific female genital mutilation that she suffered aged only six, which first awakened Nawal el Saadawi's sense of the violence and injustice which permeated her society. Her experiences working as a doctor in villages around Egypt, witnessing prostitution, honour killings and sexual abuse, inspired her to write in order to give voice to this suffering. She goes on explore the causes of the situation through a discussion of the historical role of Arab women in religion and literature.Saadawi argues that the veil, polygamy and legal inequality are incompatible with the just and peaceful Islam which she envisages.