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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
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 ...
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.
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...
New criticism and the object of American democracy -- Melvin B. Tolson's belated bomb -- Tactical criticism -- Culture as a powerful weapon.
In the early part of the twentieth century, migrants made their way from rural homes to cities in record numbers and many traveled west. Los Angeles became a destination. Women flocked to the growing town to join the film industry as workers and spectators, creating a “New Woman.” Their efforts transformed filmmaking from a marginal business to a cosmopolitan, glamorous, and bohemian one. By 1920, Los Angeles had become the only western city where women outnumbered men. In Go West, Young Women, Hilary A. Hallett explores these relatively unknown new western women and their role in the development of Los Angeles and the nascent film industry. From Mary Pickford’s rise to become perhaps the most powerful woman of her age, to the racist moral panics of the post–World War I years that culminated in Hollywood’s first sex scandal, Hallett describes how the path through early Hollywood presaged the struggles over modern gender roles that animated the century to come.
The period in film history between the regimentation of the Edison Trust and the vertical integration of the Studio System--roughly 1916 through 1920--was a time of structural and artistic experimentation for the American film industry. As the nature of the industry was evolving, society around it was changing as well; arts, politics and society were in a state of flux between old and new. Before the major studios dominated the industry, droves of smaller companies competed for the attention of the independent exhibitor, their gateway to the movie-goer. Their arena was in the pages of the trade press, and their weapons were their advertisements, often bold and eye-catching. The reporting of the trade journals, as they witnessed the evolution of the industry from its infancy towards the future, is the basis of this history. Pulled from the pages of the journals themselves as archived by the Media History Digital Library, the observations of the trade press writers are accompanied by cleaned and restored advertisements used in the battle among the young film companies. They offer a unique and vital look at this formative period of film history.
Exceptionally popular during their time, the spectacular American action film serials of the 1910s featured exciting stunts, film tricks, and effects set against the background of modern technology, often starring resourceful female heroines who displayed traditionally male qualities such as endurance, strength, and authority. The most renowned of these "serial queens" was Pearl White, whose career as the adventurous character Pauline developed during a transitional phase in the medium's evolving production strategies, distribution and advertising patterns, and fan culture. In this volume, an international group of scholars explores how American serials starring Pearl White and other female stars impacted the emerging cinemas in the United States and abroad. Contributors investigate the serial genre and its narrative patterns, marketing, and cultural reception, and historiographic importance, with essays on Pearl White's life on and off the screen as well as the "serial queen" genre in Western and Eastern Europe, India, and China. Contributors are Weihong Bao, Rudmer Canjels, Marina Dahlquist, Monica Dall'Asta, Kevin B. Johnson, Christina Petersen, and Rosie Thomas.
A timely and captivating account of America’s first women directors who, with little recognition, helped pave the way for females in the film industry today. Originally published in 1977 as Early Women Directors, Anthony Slide’s The Silent Feminists was the first volume to recognize and honor the work of female directors in the American silent film industry. With a new foreword by the author, this invaluable resource documents these pioneering women’s lives and careers and provides an introduction to the notable yet often overlooked history of female film directors. It introduces readers to such trailblazers of the motion picture as Alice Guy Blaché, Lois Weber, Mrs. Wallace Reid, Ida May Park, Margery Wilson, and many others. More than forty years after its original publication, The Silent Feminists remains an important and influential study, providing original documentation on a subject that has steadily and deservedly grown in significance.
Reimagining the scholarly book as living and collaborative--not as commodified and essentialized, but in all its dynamic materiality. In this book, Janneke Adema proposes that we reimagine the scholarly book as a living and collaborative project--not as linear, bound, and fixed, but as fluid, remixed, and liquid, a space for experimentation. She presents a series of cutting-edge experiments in arts and humanities book publishing, showcasing the radical new forms that book-based scholarly work might take in the digital age. Adema's proposed alternative futures for the scholarly book go beyond such print-based assumptions as fixity, stability, the single author, originality, and copyright, rea...