Communication is a critical yet often overlooked part of data science. Communicating with Data aims to help students and researchers write about their insights in a way that is both compelling and faithful to the data. General advice on science writing is also provided, including how to distill findings into a story and organize and revise the story, and how to write clearly, concisely, and precisely. This is an excellent resource for students who want to learn how to write about scientific findings, and for instructors who are teaching a science course in communication or a course with a writing component. Communicating with Data consists of five parts. Part I helps the novice learn to write by reading the work of others. Part II delves into the specifics of how to describe data at a level appropriate for publication, create informative and effective visualizations, and communicate an analysis pipeline through well-written, reproducible code. Part III demonstrates how to reduce a data analysis to a compelling story and organize and write the first draft of a technical paper. Part IV addresses revision; this includes advice on writing about statistical findings in a clear and accurate way, general writing advice, and strategies for proof reading and revising. Part V offers advice about communication strategies beyond the page, which include giving talks, building a professional network, and participating in online communities. This book also provides 22 portfolio prompts that extend the guidance and examples in the earlier parts of the book and help writers build their portfolio of data communication.
Sometime around 1230, a young woman left her family and traveled to the German city of Magdeburg to devote herself to worship and religious contemplation. Rather than living in a community of holy women, she chose isolation, claiming that this life would bring her closer to God. Even in her lifetime, Mechthild of Magdeburg gained some renown for her extraordinary book of mystical revelations, The Flowing Light of the Godhead, the first such work in the German vernacular. Yet her writings dropped into obscurity after her death, many assume because of her gender. In Mechthild of Magdeburg and Her Book, Sara S. Poor seeks to explain this fate by considering Mechthild's own view of female authorship, the significance of her choice to write in the vernacular, and the continued, if submerged, presence of her writings in a variety of contexts from the thirteenth through the nineteenth century. Rather than explaining Mechthild's absence from literary canons, Poor's close examination of medieval and early modern religious literature and of contemporary scholarly writing reveals her subject's shifting importance in a number of differently defined traditions, high and low, Latin and vernacular, male- and female-centered. While gender is often a significant factor in this history, Poor demonstrates that it is rarely the only one. Her book thus corrects late twentieth-century arguments about women writers and canon reform that often rest on inadequate notions of exclusion. Mechthild of Magdeburg and Her Book offers new insights into medieval vernacular mysticism, late medieval women's roles in the production of culture, and the construction of modern literary traditions.
Brings political geography to life—explores key concepts, critical debates, and contemporary research in the field. Political geography is the study of how power struggles both shape and are shaped by the places in which they occur—the spatial nature of political power. Political Geography: A Critical Introduction helps students understand how power is related to space, place, and territory, illustrating how everyday life and the world of global conflict and nation-states are inextricably intertwined. This timely, engaging textbook weaves critical, postcolonial, and feminist narratives throughout its exploration of key concepts in the discipline. Accessible to students new to the field, this text offers critical approaches to political geography—including questions of gender, sexuality, race, and difference—and explains central political concepts such as citizenship, security, and territory in a geographic context. Case studies incorporate methodologies that illustrate how political geographers perform research, enabling students to develop a well-rounded critical approach rather than merely focusing on results. Chapters cover topics including the role of nationalism in shaping allegiances, the spatial aspects of social movements and urban politics, the relationship between international relations and security, the effects of non-human actors in politics, and more. Global in scope, this book: Highlights a diverse range of globally-oriented issues, such as global inequality, that demonstrate the need for critical political geography Demonstrates how critiques of political geography intersect with decolonial, feminist, and queer movements Covers the Eurocentric origins of many of the discipline’s key concepts Integrates advances in political geography theory and firsthand accounts of innovative research from rising scholars in the field Explores both intimate stories from everyday life and abstract concepts central to contemporary political geography Political Geography: A Critical Introduction is an ideal resource for students in political and feminist geography, as well as graduate students and researchers seeking an overview of the discipline.
This book "is a multivolume historical reference work intended for teachers, students, librarians, historians, journalists, genealogists, museum professionals, and other researchers who have a need for biographical information about those Virginians who, regardless of place of birth or death, made significant contributions to the history or culture of their locality, state, or nation. ..., Virginia is defined by the state's current geographic boundaries, plus Kentucky prior to statehood in 1792 and West Virginia prior to statehood in 1863. With a few exceptions, no person is included who did not live a significant portion of his or her life in Virginia."--P. vi.
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