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.

    A few years ago, Chimamanda Ngozi Adichie received a letter from a dear friend from childhood, asking her how to raise her baby girl as a feminist. Dear Ijeawele is Adichie's letter of response.Here are fifteen invaluable suggestions--compelling, direct, wryly funny, and perceptive--for how to empower a daughter to become a strong, independent woman. From encouraging her to choose a helicopter, and not only a doll, as a toy if she so desires; having open conversations with her about clothes, makeup, and sexuality; debunking the myth that women are somehow biologically arranged to be in the kitchen making dinner, and that men can "allow" women to have full careers, Dear Ijeawele goes right to the heart of sexual politics in the twenty-first century. It will start a new and urgently needed conversation about what it really means to be a woman today.

    Interviews with a Guatemalan national leader discuss her country's political situation and the resulting violence, which has claimed the lives of her brother, mother, and father.

    The Feminist Five became a global cause célèbre, with Hillary Clinton speaking out on their behalf, and activists inundating social media with #FreetheFive messages. But the Feminist Five are only symbols of a much larger feminist movement of civil rights lawyers, labor activists, performance artists and online warriors that is prompting an unprecedented awakening among China’s urban, educated women. In Betraying Big Brother, journalist and scholar Leta Hong Fincher argues that the popular, broad-based movement poses the greatest threat to China’s authoritarian regime today.Through interviews with the Feminist Five and other leading Chinese activists, Hong Fincher illuminates both the challenges they face and their “joy of betraying Big Brother,” as Wei Tingting—one of the Feminist Five—wrote of the defiance she felt during her detention. Tracing the rise of a new feminist consciousness through online campaigns resembling #MeToo, and describing how the Communist regime has suppressed the history of its own feminist struggles, Betraying Big Brother is a story of how the movement against patriarchy could reconfigure China and the world.

    She posted a piece on her blog, entitled: 'Why I'm No Longer Talking to White People About Race' that led to this book.Exploring issues from eradicated black history to the political purpose of white dominance, whitewashed feminism to the inextricable link between class and race, Reni Eddo-Lodge offers a timely and essential new framework for how to see, acknowledge and counter racism. It is a searing, illuminating, absolutely necessary exploration of what it is to be a person of colour in Britain today.

    Why are storytellers so often women, and how does that affect the status of fairy tales? Are they a source of wisdom or a misleading temptation to indulge in romancing?

    Taking the self out feels like obeying a gag order - pretending an objectivity where there is nothing objective about the experience of confronting and engaging with and swooning over literature." - from HeroinesOn the last day of December, 2009 Kate Zambreno began a blog called Frances Farmer Is My Sister, arising from her obsession with the female modernists and her recent transplantation to Akron, Ohio, where her husband held a university job. Widely reposted, Zambreno's blog became an outlet for her highly informed and passionate rants about the fates of the modernist "wives and mistresses." In her blog entries, Zambreno reclaimed the traditionally pathologized biographies of Vivienne Eliot, Jane Bowles, Jean Rhys, and Zelda Fitzgerald: writers and artists themselves who served as male writers' muses only to end their lives silenced, erased, and institutionalized. Over the course of two years, Frances Farmer Is My Sister helped create a community where today's "toxic girls" could devise a new feminist discourse, writing in the margins and developing an alternative canon.In Heroines, Zambreno extends the polemic begun on her blog into a dazzling, original work of literary scholarship. Combing theories that have dictated what literature should be and who is allowed to write it - from T. S. Eliot's New Criticism to the writings of such mid-century intellectuals as Elizabeth Hardwick and Mary McCarthy to the occasional "girl-on-girl crime" of the Second Wave of feminism - she traces the genesis of a cultural template that consistently exiles female experience to the realm of the "minor" and diagnoses women for transgressing social bounds. "ANXIETY: When she experiences it, it's pathological," writes Zambreno. "When he does, it's existential." By advancing the Girl-As-Philosopher, Zambreno reinvents feminism for her generation while providing a model for a newly subjectivized criticism.

    Cultural critic and bestselling author Roxane Gay has edited a collection of essays that explore what it means to live in a world where women are frequently belittled and harassed due to their gender, and offers a call to arms insisting that "not that bad" must no longer be good enough.

    Her nuanced analysis of intersecting systems of oppression goes deep to reveal the complicated truths of a multiply-marginalized experience. McKenzie tackles the hardest questions of our time with clarity and courage, in language that is accessible to non-academics and academics alike. She is both fearless and vulnerable, demanding and accountable. Hers is a voice like no other. "One of the most provocative and insightful writers of our generation." -Aura Bogado, Colorlines "A fierce voice among a generation of queer and trans folk of color." -Janet Mock, New York Times Bestselling Author of "Redefining Realness" "Tough-love activism at its best-straightforward, challenging, whip-smart, and uncompromising." -Andi Zeisler, Bitch Magazine

    Spanning the century between Victorian Britain and the current struggle for power in South Africa, the book takes up the complex relationships between race and sexuality, fetishism and money, gender and violence, domesticity and the imperial market, and the gendering of nationalism within the zones of imperial and anti-imperial power.

    Stack, a stunning memoir of raising her children abroad with the help of Chinese and Indian women who are also working mothersWhen Megan Stack was living in Beijing, she left her prestigious job as a foreign correspondent to have her first child and work from home writing a book. She quickly realized that caring for a baby and keeping up with the housework while her husband went to the office each day was consuming the time she needed to write. This dilemma was resolved in the manner of many upper-class families and large corporations: she availed herself of cheap Chinese labor. The housekeeper Stack hired was a migrant from the countryside, a mother who had left her daughter in a precarious situation to earn desperately needed cash in the capital. As Stack's family grew and her husband's job took them to Delhi, a series of Chinese and Indian women cooked, cleaned, and babysat in her home. Stack grew increasingly aware of the brutal realities of their lives: domestic abuse, alcoholism, unplanned pregnancies. Hiring poor women had given her the ability to work while raising her children, but what ethical compromise had she made?Determined to confront the truth, Stack traveled to her employees' homes, met their parents and children, and turned a journalistic eye on the tradeoffs they'd been forced to make as working mothers seeking upward mobility--and on the cost to the children who were left behind.Women's Work is an unforgettable story of four women as well as an electrifying meditation on the evasions of marriage, motherhood, feminism, and privilege.

    But is same-sex marriage, improved media visibility and corporate endorsement all it’s cracked up to be? At what cost does this acceptance come? And who is getting left behind, particularly in parts of the world where LGBTQ+ rights aren’t so advanced?Combining intrepid journalism with her own personal experience, Amelia Abraham searches for the answers to these urgent challenges, as well as the broader question of what it means to be queer in 2019. With curiosity, good humour and disarming openness, Amelia takes the reader on a thought-provoking and entertaining journey. Join her as she cries at the first same-sex marriage in Britain, loses herself in the world’s biggest drag convention in L.A., marches at Pride parades across Europe, visits both a transgender model agency and the Anti-Violence Project in New York to understand the extremes of trans life today, parties in the clubs of Turkey’s underground LGBTQ+ scene, and meets a genderless family in progressive Stockholm.

    Feminism’s success is down to complicated, contradictory, imperfect women, who fought each other as well as fighting for equal rights. Helen Lewis argues that too many of these pioneers have been whitewashed or forgotten in our modern search for feel-good, inspirational heroines. It’s time to reclaim the history of feminism as a history of difficult women.In this book, you’ll meet the working-class suffragettes who advocated bombings and arson; the princess who discovered why so many women were having bad sex; the pioneer of the refuge movement who became a men’s rights activist; the ‘striker in a sari’ who terrified Margaret Thatcher; the wronged Victorian wife who definitely wasn’t sleeping with the prime minister; and the lesbian politician who outraged the country. Taking the story up to the present with the twenty-first-century campaign for abortion services, Helen Lewis reveals the unvarnished – and unfinished – history of women’s rights.Drawing on archival research and interviews, Difficult Women is a funny, fearless and sometimes shocking narrative history, which shows why the feminist movement has succeeded – and what it should do next. The battle is difficult, and we must be difficult too.

    You often hear, "There should be a law against it!" Or, perhaps just against the buyers. What do sex workers want? That's not something you hear asked very often. In this accessible manifesto, the strong argument for full decriminalization of sex work is explored through personal experience and looking at laws around the world.In some places, like New York, selling sex is illegal. In others, like Sweden, only buying it is. In some, like the UK and France, it's legal to sell sex and to buy it, but not to run a brothel or solicit a sale. In New Zealand, it's not illegal at all. In What Do Sex Workers Want?, Juno Mac and Molly Smith - both sex workers - explain what each of these laws do in practice to those doing the work. Addressing each model in turn, they show that prohibiting the sex industry actually exacerbates every harm that sex workers are vulnerable to.

    Gina Rippon finally challenges this damaging myth by showing how the science community has engendered bias and stereotype by rewarding studies that show difference rather than sameness. Drawing on cutting edge research in neuroscience and psychology, Rippon presents the latest evidence which she argues, finally proves that brains are like mosaics comprised of both male and female components, and that they remain plastic, adapting throughout the course of a person’s life. Discernable gender identities, she asserts, are shaped by society where scientific misconceptions continue to be wielded and perpetuated to the detriment of our children, our own lives, and our culture.