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.

    One-tenth of that amount will lower IQ.Nearly two out of every five African-American homes in Baltimore are plagued by lead-based paint. Almost all of the 37,500 Baltimore children who suffered lead poisoning from 2003 to 2015 were African-American.From injuries caused by lead poisoning to the devastating effects of atmospheric pollution, infectious disease, and industrial waste, Americans of color are harmed by environmental hazards in staggeringly disproportionate numbers. This systemic onslaught of toxic exposure and institutional negligence causes irreparable physical harm to millions of people across the country--cutting lives tragically short and needlessly burdening the health care system. But these deadly environments create another insidious and often overlooked consequence: robbing communities of color, and America as a whole, of intellectual power.The 1994 publication of The Bell Curve and its controversial thesis, catapulted the topic of genetic racial differences in IQ to the forefront of a renewed and heated debate. Now, in A Terrible Thing to Waste, award-winning science writer Harriet A. Washington adds her incisive analysis to the fray, arguing that IQ is a biased and flawed metric, but that it is useful for tracking cognitive damage. She tears apart the spurious notion of intelligence as an inherited trait, using copious data that instead point to a different cause of the reported African American-white IQ gap: environmental racism--a confluence of racism and other institutional factors that relegate marginalized communities to living and working near sites of toxic waste, pollution, and insufficient sanitation services. She investigates heavy metals, neuro-toxins, deficient prenatal care, bad nutrition, and even pathogens as chief agents influencing intelligence to explain why communities of color are disproportionately affected--and what can be done to remedy this devastating problem.Featuring extensive scientific research and Washington's sharp, lively reporting, A Terrible Thing to Waste is sure to outrage, transform the conversation, and inspire debate.

    This book investigates not only how feminists understand pornography, but also how feminists do porn—that is, direct, act in, produce, and consume one of the world's most lucrative and growing industries. With original contributions by Susie Bright, Candida Royalle, Betty Dodson, Nina Hartley, Buck Angel, and more, The Feminist Porn Book updates the debates of the porn wars of the 1980s, which sharply divided the women's movement, and identifies pornography as a form of expression and labor in which women and other minorities produce power and pleasure.Tristan Taormino is an award-winning author, columnist, editor, sex educator, and feminist pornographer. She is the author of seven books including The Ultimate Guide to Anal Sex for Women and Opening Up. She runs the adult film production company Smart Ass Productions and is an exclusive director for Vivid Entertainment.Celine Parreñas Shimizu is an associate professor of film and performance studies at the University of California, Santa Barbara, and founding editor of Camera Obscura. She is the author of Straitjacket Sexualities and the 2009 Cultural Studies Book Award winning, The Hypersexuality of Race.Mireille Miller-Young is assistant professor of feminist studies at the University of California, Santa Barbara. Her forthcoming book, A Taste for Brown Sugar: Black Women, Sex Work, and Pornography (Duke University Press) examines African American women’s sex work in the porn industry.

    Feminist, political, and activist writers alike will present their ideas for a paradigm shift from the “No Means No” model—an approach that while necessary for where we were in 1974, needs an overhaul today.Yes Means Yes will bring to the table a dazzling variety of perspectives and experiences focused on the theory that educating all people to value female sexuality and pleasure leads to viewing women differently, and ending rape. Yes Means Yes aims to have radical and far-reaching effects: from teaching men to treat women as collaborators and not conquests, encouraging men and women that women can enjoy sex instead of being shamed for it, and ultimately, that our children can inherit a world where rape is rare and swiftly punished. With commentary on public sex education, pornography, mass media, Yes Means Yes is a powerful and revolutionary anthology.

    Now, this expanded edition provides similar insights on the Apocrypha, presenting a significant view of the lives and religious experiences of women as well as attitudes toward women in the Second Temple period. This expanded edition sets a new standard for women's and biblical studies.

    It is this second half of our conversation with God that is so important but that can also be so difficult. How do we hear his voice? How can we be sure that what we think we hear is not our own subconscious? What role does the Bible play? What if what God says to us is not clear? The key, says best-selling author Dallas Willard, is to focus not so much on individual actions and decisions as on building our personal relationship with our Creator. In this updated classic, originally published asIn Search of Guidance, the author provides rich spiritual insight into how we can hear God's voice clearly and develop an intimate partnership with him in the work of his kingdom.

    It is one of those words that everyone understands perfectly well until asked to define it. Our use of the term 'power' is laden with assumptions drawn from the contemporary materialistic worldview. Whereas the ancients always understood power as the confluence of both spiritual and material factors, we tend to see it as primarily material. We do not think in terms of spirits, ghosts, demons, or gods as the effective agents of powerful effects in the world. Thus a gulf has been fixed between us and the biblical writers. We use the same words but project them into a wholly different world of meanings. What they meant by power and what we mean are incommensurate. If our goal is to understand the New Testament's conception of the Powers, we cannot do so simply by applying our own modern sociological categories of power. We must instead attend carefully and try to grasp what the people of that time might have meant by power, within the linguistic field of their own worldview and mythic systems. I will argue that the principalities and powers are the inner and outer aspects of any given manifestation of power. As the inner aspect they are the spirituality of institutions, the within of corporate structures and systems, the inner essence of outer organizations of power. As the outer aspect they are political systems, appointed officials, the chair of an organization, lawsin short, all the tangible manifestations which power takes. This hypothesis, it seems to me, makes sense of the fluid way the New Testament writers and their contemporaries spoke of the Powers, now as if they were these centurions or that priestly hierarchy, and then, with no warning, as if they were some kind of spiritual entities in the heavenly places.-from the Introduction

    She died in that city in 1510.Her fame outside her native city is connected with the publication in 1551 of the book known in English as the Life and Doctrine of Saint Catherine of Genoa.[3]She and her teaching were the subject of Baron Friedrich von Hügel's classic work The Mystical Element of Religion (1908).