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.

An extraordinary "practical resource for beginners" looking to write their own memoir—​now new and revised (Kirkus Reviews)! The greatest story you could write is one you've experienced yourself. Knowing where to start is the hardest part, but it just got a little easier with this essential guidebook for anyone wanting to write a memoir. Did you know that the #1 thing that baby boomers want to do in retirement is write a book—about themselves? It's not that every person has lived such a unique or dramatic life, but we inherently understand that writing a memoir—whether it's a book, blog, or just a letter to a child—is the single greatest path to self-examination. Through the use of disarmingly frank, but wildly fun tactics that offer you simple and effective guidelines that work, you can stop treading water in writing exercises or hiding behind writer's block. Previously self-published under the title, Writing What You Know: Raelia, this book has found an enthusiastic audience that now writes with intent.

A meditation on the conversions, betrayals, and divine revelations of motherhood. What if Augustine's Confessions had been written not by a man, but by a mother? How might her tales of desire, temptation, and transformation differ from his? In this memoir, Natalie Carnes describes giving birth to a daughter and beginning a story of conversion strikingly unlike Augustine's—even as his journey becomes a surprising companion to her own. The challenges Carnes recounts will be familiar to many parents. She wonders what and how much she should ask her daughter to suffer in resisting racism, patriarchy, and injustice. She wrestles with an impulse to compel her child to flourish, and reflects on what this desire reveals about human freedom. She negotiates the conflicting demands of a religiously divided home, a working motherhood, and a variety of social expectations, and traces the hopes and anxieties such negotiations expose. The demands of motherhood continually open for her new modes of reflection about deep Christian commitments and age-old human questions. Addressing first her child and then her God, Carnes narrates how a child she once held within her body grows increasingly separate, provoking painful but generative change. Having given birth, she finds that she herself is reborn.

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NEW YORK TIMES BESTSELLER • An “absorbing” (Los Angeles Times) biography of one of the most remarkable, powerful, and captivating women in Russian history—from the Pulitzer Prize–winning author of Peter the Great, Nicholas and Alexandra, and The Romanovs “[A] compelling portrait not just of a Russian titan, but also of a flesh-and-blood woman.”—Newsweek NAMED ONE OF THE BEST BOOKS OF THE YEAR BY The New York Times • The Washington Post • USA Today • The Boston Globe • San Francisco Chronicle • Chicago Tribune • Salon • Vogue • St. Louis Post-Dispatch • The Providence Journal Robert K. Massie returns with another masterpiece of narrative biography, the extraordinary story of an obscure German princess who became Catherine the Great. Born into a minor noble family, Catherine transformed herself into empress of Russia by sheer determination. For thirty-four years, the government, foreign policy, cultural development, and welfare of the Russian people were in her hands. She dealt with domestic rebellion, foreign wars, and the tidal wave of political change and violence churned up by the French Revolution. Catherine’s family, friends, ministers, generals, lovers, and enemies—all are here, vividly brought to life. History offers few stories richer than that of Catherine the Great. In this book, an eternally fascinating woman is returned to life.