A new way of thinking about data science and data ethics that is informed by the ideas of intersectional feminism. Today, data science is a form of power. 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.

“Roxane Gay is so great at weaving the intimate and personal with what is most bewildering and upsetting at this moment in culture. She is always looking, always thinking, always passionate, always careful, always right there.” — Sheila Heti, author of How Should a Person Be? A New York Times Bestseller Best Book of the Year: NPR • Boston Globe • Newsweek • Time Out New York • Oprah.com • Miami Herald • Book Riot • Buzz Feed • Globe and Mail (Toronto) • The Root • Shelf Awareness A collection of essays spanning politics, criticism, and feminism from one of the most-watched cultural observers of her generation In these funny and insightful essays, Gay takes us through the journey of her evolution as a woman (Sweet Valley High) of color (The Help) while also taking readers on a ride through culture of the last few years (Girls, Django in Chains) and commenting on the state of feminism today (abortion, Chris Brown). The portrait that emerges is not only one of an incredibly insightful woman continually growing to understand herself and our society, but also one of our culture. Bad Feminist is a sharp, funny, and spot-on look at the ways in which the culture we consume becomes who we are, and an inspiring call-to-arms of all the ways we still need to do better, coming from one of our most interesting and important cultural critics.

'A clear, concise, easy-to-read account of the issues between sex, gender and feminism . . . an important book' Evening Standard 'A call for cool heads at a time of great heat and a vital reminder that revolutions don't always end well' Sunday Times Material Girls is a timely and trenchant critique of the influential theory that we all have an inner feeling known as a gender identity, and that this feeling is more socially significant than our biological sex. Professor Kathleen Stock surveys the philosophical ideas that led to this point, and closely interrogates each one, from De Beauvoir's statement that, 'One is not born, but rather becomes a woman' (an assertion she contends has been misinterpreted and repurposed), to Judith Butler's claim that language creates biological reality, rather than describing it. She looks at biological sex in a range of important contexts, including women-only spaces and resources, healthcare, epidemiology, political organization and data collection. Material Girls makes a clear, humane and feminist case for our retaining the ability to discuss reality, and concludes with a positive vision for the future, in which trans rights activists and feminists can collaborate to achieve some of their political aims.

A Kirkus Reviews Best Children's Book of 2021 Hip-hop and feminism combine in this empowering guide with attitude, from best-selling author Brittney Cooper and founding members of the Crunk Feminist Collective. Loud and rowdy girls, quiet and nerdy girls, girls who rock naturals, girls who wear weave, outspoken and opinionated girls, girls still finding their voice, queer girls, trans girls, and gender nonbinary young people who want to make the world better: Feminist AF uses the insights of feminism to address issues relevant to today’s young womxn. What do you do when you feel like your natural hair is ugly, or when classmates keep touching it? How do you handle your self-confidence if your family or culture prizes fair-skinned womxn over darker-skinned ones? How do you balance your identities if you’re an immigrant or the child of immigrants? How do you dress and present yourself in ways that feel good when society condemns anything outside of the norm? Covering colorism and politics, romance and pleasure, code switching, and sexual violence, Feminist AF is the empowering guide to living your feminism out loud.

An old woman enters into a fantastical world of dreams and nightmares in this surrealist classic admired by Björk and Luis Buñuel. Leonora Carrington, painter, playwright, and novelist, was a surrealist trickster par excellence, and The Hearing Trumpet is the witty, celebratory key to her anarchic and allusive body of work. The novel begins in the bourgeois comfort of a residential corner of a Mexican city and ends with a man-made apocalypse that promises to usher in the earth’s rebirth. In between we are swept off to a most curious old-age home run by a self-improvement cult and drawn several centuries back in time with a cross-dressing Abbess who is on a quest to restore the Holy Grail to its rightful owner, the Goddess Venus. Guiding us is one of the most unexpected heroines in twentieth-century literature, a nonagenarian vegetarian named Marian Leatherby, who, as Olga Tokarczuk writes in her afterword, is “hard of hearing” but “full of life.”

'Bold, brilliant, sharp and funny...it urges women to be less judgemental of each other and of themselves. It's an idea that shouldn't be revolutionary but is.' Elizabeth Day Polly Vernon, Grazia columnist, Times feature writer (hair-flicker, Brazilian-waxer, jeans obsessive, outrageous flirt) presents a brave new perspective on feminism. Drawing on her dedicated, life-long pursuit of hotness - having dismissed many of the rules on 'good' feminism at some point in the early 90s - she'll teach you everything you ever wanted to know about being a feminist when you care about how you look. When part of your brain is constantly monologuing on fashion. When you check out your own reflection in every reflective surface. When your depilation practices are pretty much out of control. When you just really want to be fancied. Hot Feminist is based on a principle of non-judgment (because there's enough already), honesty about how often we mess this up, and empowerment through looks. Part memoir, part road map, it's a rolling, raucous rejection of all those things we're convinced we shouldn't think / wear/ feel/ say/ buy/ want - and a celebration of all the things we can. It is modern feminism, with style, without judgment

Kidnapped as a teenage girl, Ma has been locked inside a purpose built room in her captor's garden for seven years. Her five year old son, Jack, has no concept of the world outside and happily exists inside Room with the help of Ma's games and his vivid imagination where objects like Rug, Lamp and TV are his only friends. But for Ma the time has come to escape and face their biggest challenge to date: the world outside Room.

A vibrantly illustrated introduction to intersectional feminism for next-generation changemakers, this book is a must-read guide for young people seeking to understand the world around them. "Wilson’s optimistic view of feminism is based on the tenet of liberation for all, placing marginalized communities front and center... [A] foundational work." - NEW YORK TIMES What have you been taught about who has power and who makes the rules? Have you ever been lost for words at an old-school family friend’s ‘kind’ but sexist comments? Do you agree with equality and strive for justice, but want to learn more? Then read on. In this new feminist classic, the focus is intersectional from the beginning, not just as an add-on. Using the framework of ‘personal is political’, Jamia Wilson – former director of the Feminist Press – analyses her own experiences, before expanding outwards and drawing on stats as well as quotes from feminist firebrands and activists to inspire and encourage. Bold illustrations underpin this title, and each chapter ends with a ‘Call To Action’ box to encourage readers to reflect on and embrace their own interpretation of feminism and to acknowledge the connection between race, class, gender, disability and economic justice. Expand what feminism means to you, your community and society by examining these 15 themes: Feminism Identity Justice Education Money Power Health wellness freedom relationships media safety activism and movements innovation An interactive exploration of what feminism means to you. You will close the book with an understanding that history and culture play a role in shaping systems of power and of what we can do with our strengths, community and values to help change course when needed. You won’t have read a feminist tome like this before. Also available in theEmpower the Future series isThis Book is Anti-Racist,a powerful guide to how to incorporate anti-racist action into your life. Other inspiring books authored by Jamia Wilson are Young Gifted and Black, Step Into Your Powerand Big Ideas for Young Thinkers.

Can feminism be squared with the Bible? Kassian meets this question head-on with a thorough and balanced inquiry into the history of feminism followed by a biblical, point-by-point critique of feminist movement.

“My name is Courtney. I’m an accidental feminist.” Although many Christians wouldn’t identify themselves as feminists, the reality is that the feminist movement has influenced us all in profound ways. We unconsciously reflect our culture’s ideas related to womanhood rather than what’s found in the Bible. In this book, Courtney Reissig—a wife, mom, and successful writer—recounts her journey out of “accidental feminism,” offering wise counsel for Christian women related to relationships, body image, and more—drawing from the Bible rather than culture. Whether you’re a committed feminist, a staunch traditionalist, or somewhere in between, this book will help you answer the question, “What does it mean to be a Christian woman?” You’ll discover the joy, purpose and importance that are found in God’s good design.