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.

    Writing about a huge variety of subjects, we have Martha Mosse and Alice Stride on how they became feminists, Amy Annette addressing the body politic, Samira Shackle on having her eyes opened in a hostel for survivors of acid attacks in Islamabad, while Maysa Haque thinks about the way Islam has informed her feminism and Isabel Adomakoh Young insists that women don't have to be perfect. There are twelve other performers, politicians and writers who include Jade Anouka, Emily Benn, Abigail Matson-Phippard, Hajar Wright and Jinan Younis.Is the word feminist still to be shunned? Is feminism still thought of as anti-men rather than pro-human? Is this generation of feminists - outspoken, funny and focused - the best we've had for long while? Has the internet given them a voice and power previously unknown?Rachel Holmes' most recent book is Eleanor Marx: A Life; Victoria Pepe is a literary scout; Amy Annette is a comedy producer currently working on festivals including Latitude; Alice Stride works for Women's Aid and Martha Mosse is a freelance producer and artist.

    Historically, the humanities have been central to education because they have rightly been seen as essential for creating competent democratic citizens. But recently, Nussbaum argues, thinking about the aims of education has gone disturbingly awry both in the United States and abroad. Anxiously focused on national economic growth, we increasingly treat education as though its primary goal were to teach students to be economically productive rather than to think critically and become knowledgeable and empathetic citizens. This shortsighted focus on profitable skills has eroded our ability to criticize authority, reduced our sympathy with the marginalized and different, and damaged our competence to deal with complex global problems. And the loss of these basic capacities jeopardizes the health of democracies and the hope of a decent world. In response to this dire situation, Nussbaum argues that we must resist efforts to reduce education to a tool of the gross national product. Rather, we must work to reconnect education to the humanities in order to give students the capacity to be true democratic citizens of their countries and the world. Drawing on the stories of troubling--and hopeful--educational developments from around the world, Nussbaum offers a manifesto that should be a rallying cry for anyone who cares about the deepest purposes of education.

    Rather, this is a drop in the ocean, a paddle in the shallow end of sex history, but I hope you will get pleasantly wet nonetheless.The act of sex has not changed since people first worked out what went where, but the ways in which society dictates how sex is culturally understood and performed have varied significantly through the ages. Humans are the only creatures that stigmatise particular sexual practices, and sex remains a deeply divisive issue around the world. Attitudes will change and grow – hopefully for the better – but sex will never be free of stigma or shame unless we acknowledge where it has come from.

    He outlines in detail the traditional American values that progressives hold, but are often unable to articulate. Lakoff also breaks down the ways in which conservatives have framed the issues, and provides examples of how progressives can reframe them. Lakoff’s years of research and work with leading activists and policy makers have been distilled into this essential guide, which shows progressives how to think in terms of values instead of programs, and why people support policies which align with their values and identities, but which often run counter to their best interests. Don't Think of an Elephant! is the definitive handbook for understanding and communicating effectively about key issues in the 2004 election, and beyond. Read it, take action—and help take America back.

    It's a "Brotopia," where men hold all the cards and make all the rules. Vastly outnumbered, women face toxic workplaces rife with discrimination and sexual harassment, where investors take meetings in hot tubs and network at sex parties.In this powerful exposé, Bloomberg TV journalist Emily Chang reveals how Silicon Valley got so sexist despite its utopian ideals, why bro culture endures despite decades of companies claiming the moral high ground (Don't Be Evil! Connect the World!)--and how women are finally starting to speak out and fight back.Drawing on her deep network of Silicon Valley insiders, Chang opens the boardroom doors of male-dominated venture capital firms like Kleiner Perkins, the subject of Ellen Pao's high-profile gender discrimination lawsuit, and Sequoia, where a partner once famously said they "won't lower their standards" just to hire women. Interviews with Facebook COO Sheryl Sandberg, YouTube CEO Susan Wojcicki, and former Yahoo! CEO Marissa Mayer--who got their start at Google, where just one in five engineers is a woman--reveal just how hard it is to crack the Silicon Ceiling. And Chang shows how women such as former Uber engineer Susan Fowler, entrepreneur Niniane Wang, and game developer Brianna Wu, have risked their careers and sometimes their lives to pave a way for other women.Silicon Valley's aggressive, misogynistic, work-at-all costs culture has shut women out of the greatest wealth creation in the history of the world. It's time to break up the boys' club. Emily Chang shows us how to fix this toxic culture--to bring down Brotopia, once and for all.

    In it, Thoreau argues that individuals should not permit governments to overrule or atrophy their consciences, and that they have a duty to avoid allowing such acquiescence to enable the government to make them the agents of injustice. Thoreau was motivated in part by his disgust with slavery and the Mexican–American War (1846–1848).

    You won’t be able to stop thinking and talking about it.In this gripping work, Meghan Daum examines our country’s most intractable problems with clear-eyed honesty instead of exaggerated outrage. With passion, humor, and personal reflection, she tries to make sense of the current landscape—from Donald Trump’s presidency to the #MeToo movement and beyond. In the process, she wades into the waters of identity politics and intersectionality, thinks deeply about campus politics and notions of personal resilience, and tests a theory about the divide between Gen Xers and millennials. This signature work may well be the first book to capture the essence of this era in all its nuances and contradictions. No matter where you stand on its issues, this book will strike a chord.

    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.

    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.

    But the same things that have made it so have also made a good marriage more fulfilling than ever before. In this enlightening and hugely entertaining book, historian and marriage expert Stephanie Coontz takes readers from the marital intrigues of ancient Babylon to the sexual torments of Victorian couples to demonstrate how recent the idea of marrying for love is-and how absurd it would have seemed to most of our ancestors. It was only 200 years ago that marriage began to be about love and emotional commitment, and since then the very things that have strengthened marriage as a personal relationship have steadily weakened it as a social institution. Marriage, A History brings intelligence, wit, and some badly needed perspective to today's marital debates and dilemmas.

    These numbers don't seem terribly grim, but in ten years, the skewed sex ratio will pose a colossal challenge. By the time those children reach adulthood, their generation will have twenty-four million more men than women.The prognosis for China's neighbors is no less bleak: Asia now has 163 million females "missing" from its population. Gender imbalance reaches far beyond Asia, affecting Georgia, Eastern Europe, and cities in the U.S. where there are significant immigrant populations. The world, therefore, is becoming increasingly male, and this mismatch is likely to create profound social upheaval.Historically, eras in which there have been an excess of men have produced periods of violent conflict and instability. Mara Hvistendahl has written a stunning, impeccably-researched book that does not flinch from examining not only the consequences of the misbegotten policies of sex selection but Western complicity with them.

    In This Will Be My Undoing, she takes on perhaps one of the most provocative contemporary topics: What does it mean to “be”—to live as, to exist as—a black woman today? This is a book about black women, but it’s necessary reading for all Americans.

    Hence: Can Machiavelli, who makes the following observations, be Machiavellian as we understand the disparaging term? 1. So it is that to know the nature of a people, one need be a Prince; to know the nature of a Prince, one need to be of the people. 2. If a Prince is not given to vices that make him hated, it is unsusal for his subjects to show their affection for him. 3. Opportunity made Moses, Cyrus, Romulus, Theseus, and others; their virtue domi-nated the opportunity, making their homelands noble and happy. Armed prophets win; the disarmed lose. 4. Without faith and religion, man achieves power but not glory. 5. Prominent citizens want to command and oppress; the populace only wants to be free of oppression. 6. A Prince needs a friendly populace; otherwise in diversity there is no hope. 7. A Prince, who rules as a man of valor, avoids disasters, 8. Nations based on mercenary forces will never be solid or secure. 9. Mercenaries are dangerous because of their cowardice 10. There are two ways to fight: one with laws, the other with force. The first is rightly man’s way; the second, the way of beasts.

    With Backlash in 1991, Susan Faludi broke new ground when she put her finger directly on the problem bedeviling women, and the light of recognition dawned on millions of her readers: what's making women miserable isn't something they're doing to themselves in the name of independence. It's something our society is doing to women. The book was nothing less than a landmark.Now in Stiffed, the author turns her attention to the masculinity crisis plaguing our culture at the end of the '90s, an era of massive layoffs, "Angry White Male" politics, and Million Man marches. As much as the culture wants to proclaim that men are made miserable—or brutal or violent or irresponsible—by their inner nature and their hormones, Faludi finds that even in the world they supposedly own and run, men are at the mercy of cultural forces that disfigure their lives and destroy their chance at happiness. As traditional masculinity continues to collapse, the once-valued male attributes of craft, loyalty, and social utility are no longer honored, much less rewarded.Faludi's journey through the modern masculine landscape takes her into the lives of individual men whose accounts reveal the heart of the male dilemma. Stiffed brings us into the world of industrial workers, sports fans, combat veterans, evangelical husbands, militiamen, astronauts, and troubled "bad" boys—whose sense that they've lost their skills, jobs, civic roles, wives, teams, and a secure future is only one symptom of a larger and historic betrayal.