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R for Data Science
Learn how to use R to turn raw data into insight, knowledge, and understanding. This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience, R for Data Science is designed to get you doing data science as quickly as possible. Authors Hadley Wickham and Garrett Grolemund guide you through the steps of importing, wrangling, exploring, and modeling your data and communicating the results. You'll get a complete, big-picture understanding of the data science cycle, along with basic tools you need to manage the details. Each section of the book is paired with exercises to help you practice what you've learned along the way. You'll learn how to: Wrangle—transform your datasets into a form convenient for analysis Program—learn powerful R tools for solving data problems with greater clarity and ease Explore—examine your data, generate hypotheses, and quickly test them Model—provide a low-dimensional summary that captures true "signals" in your dataset Communicate—learn R Markdown for integrating prose, code, and results
Liverpool Explodes!
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Screening Race in American Nontheatrical Film
Although overlooked by most narratives of American cinema history, films made for purposes outside of theatrical entertainment dominated twentieth-century motion picture production. This volume adds to the growing study of nontheatrical films by focusing on the ways filmmakers developed and audiences encountered ideas about race, identity, politics, and community outside the borders of theatrical cinema. The contributors to Screening Race in American Nontheatrical Film examine the place and role of race in educational films, home movies, industry and government films, anthropological films, and church films as well as other forms of nontheatrical filmmaking. From filmic depictions of Native ...
Policing Narratives and the State of Terror
Since the terrorist attacks of September 11, 2001, world politics have increasingly mirrored plots of detective novels, with high-profile criminal investigations that cross multiple borders and the internationalized law enforcement practices associated with the "War on Terror." Policing Narratives and the State of Terror examines the relationship between domestic policing and international policy through an analysis of contemporary popular detective fiction, police procedurals, police autobiography, security reports, and chronicles of domestic spying. Robin Truth Goodman connects these accounts of policing to the changing shape of the contemporary nation-state, marked by the denationalization of labor; commercial and criminal laws that jump borders more quickly than civil law protections; and the replacement of legal precedent by unrepeatable, exceptional executive decisions. Working at the intersection of literature, international law, and globalized commerce, Goodman astutely pinpoints how policing has become an increasingly troublesome instrument of empire, particularly in terms of national sovereignty and the growing numbers of mercenary private security forces.
Engineering Hollywood
Engineering Hollywood tells the story of the formation of the Hollywood studio system not as the product of a genius producer, but as an industry that brought together creative practices and myriad cutting-edge technologies in ways that had never been seen before. Using extensive archival research, this book examines the role of technicians, engineers, and trade organizations in creating a stable technological infrastructure on which the studio system rested for decades. Here, the studio system is seen as a technology-dependent business with connections to the larger American industrial world. By focusing on the role played by technology, we see a new map of the studio system beyond the back...
Death by Laughter
Can you really die from laughing too hard? Between 1870 and 1920, hundreds of women suffered such a fate—or so a slew of sensationalist obituaries would have us believe. How could laughter be fatal, and what do these reports of women’s risible deaths tell us about the politics of female joy? Maggie Hennefeld reveals the forgotten histories of “hysterical laughter,” exploring how women’s amusement has been theorized and demonized, suppressed and exploited. In nineteenth-century medicine and culture, hysteria was an ailment that afflicted unruly women on the cusp of emotional or nervous breakdown. Cinema, Hennefeld argues, made it possible for women to laugh outrageously as never bef...
Schools of Fiction
In Schools of Fiction, Morgan Day Frank considers a bizarre but integral feature of the modern educational experience: that teachers enthusiastically teach literary works that have terrible things to say about school. From Ishmael's insistence in Herman Melville's Moby-Dick that a whale-ship was my Yale College and my Harvard, to the unnamed narrator's expulsion from his southern college in Ralph Ellison's Invisible Man, the most frequently taught books in the English curriculum tend to be those that cast the school as a stultifying and inhumane social institution. Why have educators preferred the anti-scholasticism of the American romance tradition to the didacticism of sentimentalists? Why...
Down in the Dumps
Mucking around in the messy terrain of American trash, Jani Scandura tells the story of the United States during the Great Depression through evocative and photo-rich portraits of four locales: Reno, Key West, Harlem, and Hollywood. In investigating these Depression-era “dumps,” places that she claims contained and reclaimed the cultural, ideological, and material refuse of modern America, Scandura introduces the concept of “depressive modernity,” an enduring affective component of American culture that exposes itself at those moments when the foundational myths of America and progressive modernity—capitalism, democracy, individualism, secularism, utopian aspiration—are thrown in...
Digital Victorians
Perhaps no period better clarifies our current crisis of digital information than the nineteenth century. Self-aware about its own epochal telecommunications changes and awash in a flood of print, the nineteenth century confronted the consequences of its media shifts in ways that still define contemporary responses. In this authoritative new work, Paul Fyfe argues that writing about Victorian new media continues to shape reactions to digital change. Among its unexpected legacies are what we call digital humanities, characterized by the self-reflexiveness, disciplinary reconfigurations, and debates that have made us digital Victorians, so to speak, struggling again to resituate humanities pra...
Screening the Police
American police departments have presided over the business of motion pictures since the end of the nineteenth century. Their influence is evident not only on the screen but also in the ways movies are made, promoted, and viewed in the United States. Screening the Police explores the history of film's entwinement with law enforcement, showing the role that state power has played in the creation and expansion of a popular medium. For the New Jersey State Police in the 1930s, film offered a method of visualizing criminality and of circulating urgent information about escaped convicts. For the New York Police Department, the medium was a means of making the agency world-famous as early as 1896....
