humanities data in r exploring networks geospatial data images and text quantitative methods in the humanities and social sciences

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Humanities Data In R

Author : Taylor Arnold
ISBN : 9783319207025
Genre : Computers
File Size : 46. 78 MB
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​This pioneering book teaches readers to use R within four core analytical areas applicable to the Humanities: networks, text, geospatial data, and images. This book is also designed to be a bridge: between quantitative and qualitative methods, individual and collaborative work, and the humanities and social sciences. Humanities Data with R does not presuppose background programming experience. Early chapters take readers from R set-up to exploratory data analysis (continuous and categorical data, multivariate analysis, and advanced graphics with emphasis on aesthetics and facility). Following this, networks, geospatial data, image data, natural language processing and text analysis each have a dedicated chapter. Each chapter is grounded in examples to move readers beyond the intimidation of adding new tools to their research. Everything is hands-on: networks are explained using U.S. Supreme Court opinions, and low-level NLP methods are applied to short stories by Sir Arthur Conan Doyle. After working through these examples with the provided data, code and book website, readers are prepared to apply new methods to their own work. The open source R programming language, with its myriad packages and popularity within the sciences and social sciences, is particularly well-suited to working with humanities data. R packages are also highlighted in an appendix. This book uses an expanded conception of the forms data may take and the information it represents. The methodology will have wide application in classrooms and self-study for the humanities, but also for use in linguistics, anthropology, and political science. Outside the classroom, this intersection of humanities and computing is particularly relevant for research and new modes of dissemination across archives, museums and libraries. ​

Text Analysis With R For Students Of Literature

Author : Matthew Jockers
ISBN : 9783319031644
Genre : Computers
File Size : 89. 26 MB
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Text Analysis with R for Students of Literature is written with students and scholars of literature in mind but will be applicable to other humanists and social scientists wishing to extend their methodological tool kit to include quantitative and computational approaches to the study of text. Computation provides access to information in text that we simply cannot gather using traditional qualitative methods of close reading and human synthesis. Text Analysis with R for Students of Literature provides a practical introduction to computational text analysis using the open source programming language R. R is extremely popular throughout the sciences and because of its accessibility, R is now used increasingly in other research areas. Readers begin working with text right away and each chapter works through a new technique or process such that readers gain a broad exposure to core R procedures and a basic understanding of the possibilities of computational text analysis at both the micro and macro scale. Each chapter builds on the previous as readers move from small scale “microanalysis” of single texts to large scale “macroanalysis” of text corpora, and each chapter concludes with a set of practice exercises that reinforce and expand upon the chapter lessons. The book’s focus is on making the technical palatable and making the technical useful and immediately gratifying.

Qualitative Gis

Author : Meghan Cope
ISBN : 9781446244562
Genre : Science
File Size : 48. 14 MB
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Geographic Information Systems are an essential tool for analyzing and representing quantitative spatial data. Qualitative GIS explains the recent integration of qualitative research with Geographical Information Systems With a detailed contextualising introduction, the text is organised in three sections: Representation: examines how researchers are using GIS to create new types of representations; working with spatial data, maps, and othervisualizations to incorporate multiple meanings and to provide texture and context. Analysis: discusses the new techniques of analysis that are emerging at the margins between qualitative research and GIS, this in the wider context of a critical review of mixed-methods in geographical research Theory: questions how knowledge is produced, showing how ideas of 'science' and 'truth' inform research, and demonstrates how qualitative GIS can be used to interrogate discussions of power, community, and social action Making reference to representation, analysis, and theory throughout, the text shows how to frame questions, collect data, analyze results, and represent findings in a truly integrated way. An important addition to the mixed methods literature, Qualitative GIS will be the standard reference for upper-level students and researchers using qualitative methods and Geographic Information Systems.

Using Geodata And Geolocation In The Social Sciences

Author : David Abernathy
ISBN : 9781473965782
Genre : Social Science
File Size : 30. 13 MB
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Using Geodata and Geolocation in the Social Sciences: Mapping our Connected World provides an engaging and accessible introduction to the Geoweb with clear, step-by-step guides for: Capturing Geodata from sources including GPS, sensor networks and Twitter Visualizing Geodata using programmes including QGIS, GRASS and R Featuring colour images, practical exercises and a companion website packed with resources, this book is the perfect guide for students and teachers looking to incorporate location-based data into their social science research.

Distant Reading

Author : Franco Moretti
ISBN : 9781781680841
Genre : Literary Criticism
File Size : 84. 5 MB
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The formation of an unorthodox literary critic How does a literary historian end up thinking in terms of z-scores, principal component analysis, and clustering coefficient? In the ten essays collected in this volume, Franco Moretti reconstructs the intellectual trajectory of his philosophy of ‘distant reading’. From the evolutionary model of ‘Modern European Literature’, through the geo-cultural dominant of ‘Conjectures on World Literature’ and ‘Planet Hollywood’ to the quantitative findings of ‘Style, inc.’ and the abstract patterns of ‘Network Theory, Plot Analysis’, the book follows two decades of critical explorations that have come to define – well beyond the wildest expectations of its author – a growing field of unorthodox literary studies.

The Sage Handbook Of Social Media Research Methods

Author : Luke Sloan
ISBN : 9781473987210
Genre : Social Science
File Size : 46. 46 MB
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The SAGE Handbook of Social Media Research Methods offers a step-by-step guide to overcoming the challenges inherent in research projects that deal with 'big and broad data', from the formulation of research questions through to the interpretation of findings. The handbook includes chapters on specific social media platforms such as Twitter, Sina Weibo and Instagram, as well as a series of critical chapters. The holistic approach is organised into the following sections: Conceptualising & Designing Social Media Research Collection & Storage Qualitative Approaches to Social Media Data Quantitative Approaches to Social Media Data Diverse Approaches to Social Media Data Analytical Tools Social Media Platforms This handbook is the single most comprehensive resource for any scholar or graduate student embarking on a social media project.

Approaches And Methodologies In The Social Sciences

Author : Donatella Della Porta
ISBN : 9781139474597
Genre : Political Science
File Size : 31. 36 MB
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A revolutionary textbook introducing masters and doctoral students to the major research approaches and methodologies in the social sciences. Written by an outstanding set of scholars, and derived from successful course teaching, this volume will empower students to choose their own approach to research, to justify this approach, and to situate it within the discipline. It addresses questions of ontology, epistemology and philosophy of social science, and proceeds to issues of methodology and research design essential for producing a good research proposal. It also introduces researchers to the main issues of debate and contention in the methodology of social sciences, identifying commonalities, historic continuities and genuine differences.

Software Studies

Author : Matthew Fuller
ISBN : 9780262062749
Genre : Computers
File Size : 77. 47 MB
Format : PDF
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A cultural field guide to software: artists, computer scientists, designers, cultural theorists, programmers, and others define a new field of study and practice.

Virtual Knowledge

Author : Paul Wouters
ISBN : 9780262517911
Genre : Computers
File Size : 82. 59 MB
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Today we are witnessing dramatic changes in the way scientific and scholarlyknowledge is created, codified, and communicated. This transformation is connected to the use ofdigital technologies and the virtualization of knowledge. In this book, scholars from a range ofdisciplines consider just what, if anything, is new when knowledge is produced in new ways. Doesknowledge itself change when the tools of knowledge acquisition, representation, and distributionbecome digital? Issues of knowledge creation and dissemination go beyond thedevelopment and use of new computational tools. The book, which draws on work from the VirtualKnowledge Studio, brings together research on scientific practice, infrastructure, and technology.Focusing on issues of digital scholarship in the humanities and social sciences, the contributorsdiscuss who can be considered legitimate knowledge creators, the value of "invisible"labor, the role of data visualization in policy making, the visualization of uncertainty, theconceptualization of openness in scholarly communication, data floods in the social sciences, andhow expectations about future research shape research practices. The contributors combine anappreciation of the transformative power of the virtual with a commitment to the empirical study ofpractice and use. The hardcover edition does not include a dust jacket.

Doing Digital Humanities

Author : Constance Crompton
ISBN : 9781317481133
Genre : Literary Criticism
File Size : 85. 44 MB
Format : PDF
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Digital Humanities is rapidly evolving as a significant approach to/method of teaching, learning and research across the humanities. This is a first-stop book for people interested in getting to grips with digital humanities whether as a student or a professor. The book offers a practical guide to the area as well as offering reflection on the main objectives and processes, including: Accessible introductions of the basics of Digital Humanities through to more complex ideas A wide range of topics from feminist Digital Humanities, digital journal publishing, gaming, text encoding, project management and pedagogy Contextualised case studies Resources for starting Digital Humanities such as links, training materials and exercises Doing Digital Humanities looks at the practicalities of how digital research and creation can enhance both learning and research and offers an approachable way into this complex, yet essential topic.

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