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.

    Historic neighborhoods in Detroit, St. Louis, Cleveland, and Chicago were wiped off the map so that middle-class whites could flee for the suburbs on a highway. Deindustrialization, racism, and urban renewal were joining forces to send the Midwest’s proudest cities on a decades-long path of decline. But just north of Chicago’s Loop, the story was different. Artists and countercultural types — and increasingly young professional whites as well — were buying old homes and renovating them in a recently renamed neighborhood: “Old Town.” In 1958, the Chicago Tribune introduced the neighborhood to its readers as “Chicago’s Left Bank,” a bohemian paradise. Soon, affluent suburbanites were taking the train into the city to visit the cafes and bookstores on Wells Street. Some of them even moved in. But as Old Town’s popularity grew, so did its housing prices. Meanwhile, urban renewal projects under the name of “slum clearance” demolished much of the cheapest housing. By 1973, the paper reported that “skyrocketing rents” had chased the bohemians north, to a neighborhood they renamed “New Town,” where they told stories of what had been lost on Wells St. and swore they wouldn’t let it happen again.Today, almost fifty years later, what happened on Chicago's North Side usually goes by the name “gentrification.” But though few changes to the urban environment get more attention, researchers and neighbors still debate exactly what changes when a neighborhood gentrifies, why, and what role both newcomers and established residents play in shaping that change.This will be the first book to critically examine the history of Old Town as the beginning of a process that fundamentally transformed what kind of city Chicago is. It tells the stories of those who first began “upgrading” homes in Old Town, why they moved there, how they used both private activism and leveraged public policy to remake the neighborhood to their own tastes; and how both these newcomers and older residents struggled against competing forces to preserve what they valued in Old Town—and why so many of them felt that they lost.

    But if we were to let go of this fond conviction, Bruno Latour asks, what would the world look like? His book, an anthropology of science, shows us how much of modernity is actually a matter of faith.What does it mean to be modern? What difference does the scientific method make? The difference, Latour explains, is in our careful distinctions between nature and society, between human and thing, distinctions that our benighted ancestors, in their world of alchemy, astrology, and phrenology, never made. But alongside this purifying practice that defines modernity, there exists another seemingly contrary one: the construction of systems that mix politics, science, technology, and nature. The ozone debate is such a hybrid, in Latour’s analysis, as are global warming, deforestation, even the idea of black holes. As these hybrids proliferate, the prospect of keeping nature and culture in their separate mental chambers becomes overwhelming—and rather than try, Latour suggests, we should rethink our distinctions, rethink the definition and constitution of modernity itself. His book offers a new explanation of science that finally recognizes the connections between nature and culture—and so, between our culture and others, past and present.Nothing short of a reworking of our mental landscape, We Have Never Been Modern blurs the boundaries among science, the humanities, and the social sciences to enhance understanding on all sides. A summation of the work of one of the most influential and provocative interpreters of science, it aims at saving what is good and valuable in modernity and replacing the rest with a broader, fairer, and finer sense of possibility.

    She highlights the leading role of black and white women-Helena Rubenstein and Annie Turnbo Malone, Elizabeth Arden and Madame C. J. Walker-in shaping a unique industry that relied less on advertising than on women's customs of visiting ("Avon calling") and conversation. From New York's genteel enameling studios to Memphis's straightening parlors, Peiss depicts the beauty trades that thrived until the 1920s, when corporations run by men entered the lucrative field, creating a mass consumer culture that codified modern femininity. Replete with the voices and experiences of ordinary women, Hope in a Jar is a richly textured account of how women created the cosmetics industry and cosmetics created the modern woman.

    Infrastructure is not only the underground pipes and cables controlling our cities. It also determines the hidden rules that structure the spaces all around us – free trade zones, smart cities, suburbs, and shopping malls. Extrastatecraft charts the emergent new powers controlling this space and shows how they extend beyond the reach of government. Keller Easterling explores areas of infrastructure with the greatest impact on our world – examining everything from standards for the thinness of credit cards to the urbanism of mobile telephony, the world’s largest shared platform, to the “free zone,” the most virulent new world city paradigm. In conclusion, she proposes some unexpected techniques for resisting power in the modern world.Extrastatecraft will change the way we think about urban spaces – and how we live in them.

    So what went wrong? To answer this complicated question, D. Bradford Hunt traces public housing’s history in Chicago from its New Deal roots through current mayor Richard M. Daley’s Plan for Transformation. In the process, he chronicles the Chicago Housing Authority’s own transformation from the city’s most progressive government agency to its largest slumlord.Challenging explanations that attribute the projects’ decline primarily to racial discrimination and real estate interests, Hunt argues that well-intentioned but misguided policy decisions—ranging from design choices to maintenance contracts—also paved the road to failure. Moreover, administrators who fully understood the potential drawbacks did not try to halt such deeply flawed projects as Cabrini-Green and the Robert Taylor Homes. These massive high-rise complexes housed unprecedented numbers of children but relatively few adults, engendering disorder that pushed out the working class and, consequently, the rents needed to maintain the buildings. The resulting combination of fiscal crisis, managerial incompetence, and social unrest plunged the CHA into a quagmire from which it is still struggling to emerge.Blueprint for Disaster, then, is an urgent reminder of the havoc poorly conceived policy can wreak on our most vulnerable citizens.

    Moses built an empire and lived like an emperor. He personally conceived and completed public works costing 27 billion dollars--the greatest builder America (and probably the world) has ever known. Without ever having been elected to office, he dominated the men who were--even his most bitter enemy, Franklin D. Roosevelt, could not control him--until he finally encountered, in Nelson Rockefeller, the only man whose power (and ruthlessness in wielding it) equalled his own.

    They had packed up their family in Vancouver, BC, and moved to Delft to experience the biking city as residents rather than as visitors. A year earlier they had become unofficial ambassadors for Dutch cities with the publication of their first book Building the Cycling City: The Dutch Blueprint for Urban Vitality.   In Curbing Traffic: The Human Case for Fewer Cars in Our Lives, Melissa and Chris Bruntlett chronicle their experience living in the Netherlands and the benefits that result from treating cars as visitors rather than owners of the road. They weave their personal story with research and interviews with experts and Delft locals to help readers share the experience of living in a city designed for people.   In the planning field, little attention is given to the effects that a “low-car” city can have on the human experience at a psychological and sociological level. Studies are beginning to surface that indicate the impact that external factors—such as sound—can have on our stress and anxiety levels. Or how the systematic dismantling of freedom and autonomy for children and the elderly to travel through their cities is causing isolation and dependency.   In Curbing Traffic, the Bruntletts explain why these investments in improving the built environment are about more than just getting from place to place more easily and comfortably. The insights will help decision makers and advocates to better understand and communicate the human impacts of low-car cities: lower anxiety and stress, increased independence, social autonomy, inclusion, and improved mental and physical wellbeing.   The book is organized around the benefits that result from thoughtfully curbing traffic, resulting in a city that is: child-friendly, connected, trusting, feminist, quiet, therapeutic, accessible, prosperous, resilient, and age-friendly.   Planners, public officials, and citizen activists should have a greater understanding of the consequences that building for cars has had on communities (of all sizes). Curbing Traffic provides relatable, emotional, and personal reasons why it matters and inspiration for exporting the low-car city.

    Documenting the categories of subculture and style that high school students use to explain class and racial/ethnic differences among themselves, Bettie depicts the complex identity performances of contemporary girls. The title, Women Without Class, refers at once to young working-class women who have little cultural capital to enable class mobility, to the fact that class analysis and social theory has remained insufficiently transformed by feminist and ethnic studies, and to the fact that some feminist analysis has itself been complicit in the failure to theorize women as class subjects. Bettie's research and analysis make a case for analytical and political attention to class, but not at the expense of attention to other axes of identity and social formations.

    In Four Lost Cities, acclaimed science journalist Annalee Newitz takes readers on an entertaining and mind-bending adventure into the deep history of urban life. Investigating across the centuries and around the world, Newitz explores the rise and fall of four ancient cities, each the center of a sophisticated civilization: the Neolithic site of Çatalhöyük in Central Turkey, the Roman vacation town of Pompeii on Italy’s southern coast, the medieval megacity of Angkor in Cambodia, and the indigenous metropolis Cahokia, which stood beside the Mississippi River where East St. Louis is today.Newitz travels to all four sites and investigates the cutting-edge research in archaeology, revealing the mix of environmental changes and political turmoil that doomed these ancient settlements. Tracing the early development of urban planning, Newitz also introduces us to the often anonymous workers—slaves, women, immigrants, and manual laborers—who built these cities and created monuments that lasted millennia.Four Lost Cities is a journey into the forgotten past, but, foreseeing a future in which the majority of people on Earth will be living in cities, it may also reveal something of our own fate.

    We are promised that apps, algorithms, and artificial intelligence will relieve congestion, restore democracy, prevent crime, and improve public services. In The Smart Enough City, Ben Green warns against seeing the city only through the lens of technology; taking an exclusively technical view of urban life will lead to cities that appear smart but under the surface are rife with injustice and inequality. He proposes instead that cities strive to be "smart enough" to embrace technology as a powerful tool when used in conjunction with other forms of social change--but not to value technology as an end in itself.In a technology-centric smart city, self-driving cars have the run of downtown and force out pedestrians, civic engagement is limited to requesting services through an app, police use algorithms to justify and perpetuate racist practices, and governments and private companies surveil public space to control behavior. Green describes smart city efforts gone wrong but also smart enough alternatives, attainable with the help of technology but not reducible to technology: a livable city, a democratic city, a just city, a responsible city, and an innovative city. By recognizing the complexity of urban life rather than merely seeing the city as something to optimize, these Smart Enough Cities successfully incorporate technology into a holistic vision of justice and equity.

    Urban designer Ryan Gravel makes a case for how we can change this. Cities have the capacity to create a healthier, more satisfying way of life by remodeling and augmenting their infrastructure in ways that connect neighborhoods and communities. Gravel came up with a way to do just that in his hometown with the Atlanta Beltline project. It connects 40 diverse Atlanta neighborhoods to city schools, shopping districts, and public parks, and has already seen a huge payoff in real estate development and local business revenue.Similar projects are in the works around the country, from the Los Angeles River Revitalization and the Buffalo Bayou in Houston to the Midtown Greenway in Minneapolis and the Underline in Miami. In Where We Want to Live, Gravel presents an exciting blueprint for revitalizing cities to make them places where we truly want to live.

    Sociologist Duneier, author of Slim's Table, offers an accessible and compelling group portrait of several poor black men who make their livelihoods on the sidewalks of Greenwich Village selling secondhand goods, panhandling, and scavenging books and magazines.Duneier spent five years with these individuals, and in Sidewalk he argues that, contrary to the opinion of various city officials, they actually contribute significantly to the order and well-being of the Village. An important study of the heart and mind of the street, Sidewalk also features an insightful afterword by longtime book vendor Hakim Hasan. This fascinating study reveals today's urban life in all its complexity: its vitality, its conflicts about class and race, and its surprising opportunities for empathy among strangers.Sidewalk is an excellent supplementary text for a range of courses:INTRODUCTION TO SOCIOLOGY: Shows how to make important links between micro and macro; how a research project works; how sociology can transform common sense.RACE AND ETHNIC RELATIONS: Untangles race, class, and gender as they work together on the street.URBAN STUDIES: Asks how public space is used and contested by men and women, blacks and whites, rich and poor, and how street life and political economy interact.DEVIANCE: Looks at labeling processes in treatment of the homeless; interrogates the "broken windows" theory of policing.LAW AND SOCIETY: Closely examines the connections between formal and informal systems of social control.METHODS: Shows how ethnography works; includes a detailed methodological appendix and an afterword by research subject Hakim Hasan.CULTURAL ANTHROPOLOGY: Sidewalk engages the rich terrain of recent developments regarding representation, writing, and authority; in the tradition of Elliot Liebow and Ulf Hannerz, it deals with age old problems of the social and cultural experience of inequality; this is a telling study of culture on the margins of American society.CULTURAL STUDIES: Breaking down disciplinary boundaries, Sidewalk shows how books and magazines are received and interpreted in discussions among working-class people on the sidewalk; it shows how cultural knowledge is deployed by vendors and scavengers to generate subsistence in public space.SOCIOLOGY OF CULTURE: Sidewalk demonstrates the connections between culture and human agency and innovation; it interrogates distinctions between legitimate subcultures and deviant collectivities; it illustrates conflicts over cultural diversity in public space; and, ultimately, it shows how conflicts over meaning are central to social life.

    The tall flats built to replace the old 'slum' houses were unpopular. Social networks were broken up. The book had an immediate impact when it appeared - extracts were published in the newspapers, the sales were a record for a report of a sociological study, Government ministers quoted it. But the approach it advocated was not accepted until the late 1960s, and by then it was too late.This Routledge Revivals reissue includes the authors' introduction from the 1986 reissue, reviewing the impact of the book and its ideas thirty years on. They argue that if the lessons implicit in the book had been learned in the 1950s, London and other British cities might not have suffered the 'anomie' and violence manifested in the urban riots of the 1980s.

    Randy Shaw tells the powerful stories of tenants, politicians, homeowner groups, developers, and activists in over a dozen cities impacted by the national housing crisis. From San Francisco to New York, Seattle to Denver, and Los Angeles to Austin, Generation Priced Out challenges progressive cities to reverse rising economic and racial inequality.Shaw exposes how boomer homeowners restrict millennials' access to housing in big cities, a generational divide that increasingly dominates city politics. Shaw also demonstrates that neighborhood gentrification is not inevitable and presents proven measures for cities to preserve and expand their working- and middle-class populations and achieve more equitable and inclusive outcomes. Generation Priced Out is a must-read for anyone concerned about the future of urban America.