Text Analysis with R

Text Analysis with R PDF Author: Matthew L. Jockers
Publisher: Springer Nature
ISBN: 3030396436
Category : Computers
Languages : en
Pages : 283

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Book Description
Now in its second edition, Text Analysis with R provides a practical introduction to computational text analysis using the open source programming language R. R is an extremely popular programming language, used throughout the sciences; due to its accessibility, R is now used increasingly in other research areas. In this volume, readers immediately begin working with text, and each chapter examines a new technique or process, allowing readers to obtain a broad exposure to core R procedures and a fundamental understanding of the possibilities of computational text analysis at both the micro and the macro scale. Each chapter builds on its predecessor as readers move from small scale “microanalysis” of single texts to large scale “macroanalysis” of text corpora, and each 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. Text Analysis with R 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 toolkit to include quantitative and computational approaches to the study of text. Computation provides access to information in text that readers simply cannot gather using traditional qualitative methods of close reading and human synthesis. This new edition features two new chapters: one that introduces dplyr and tidyr in the context of parsing and analyzing dramatic texts to extract speaker and receiver data, and one on sentiment analysis using the syuzhet package. It is also filled with updated material in every chapter to integrate new developments in the field, current practices in R style, and the use of more efficient algorithms.

Text Analysis with R

Text Analysis with R PDF Author: Matthew L. Jockers
Publisher: Springer Nature
ISBN: 3030396436
Category : Computers
Languages : en
Pages : 283

Get Book Here

Book Description
Now in its second edition, Text Analysis with R provides a practical introduction to computational text analysis using the open source programming language R. R is an extremely popular programming language, used throughout the sciences; due to its accessibility, R is now used increasingly in other research areas. In this volume, readers immediately begin working with text, and each chapter examines a new technique or process, allowing readers to obtain a broad exposure to core R procedures and a fundamental understanding of the possibilities of computational text analysis at both the micro and the macro scale. Each chapter builds on its predecessor as readers move from small scale “microanalysis” of single texts to large scale “macroanalysis” of text corpora, and each 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. Text Analysis with R 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 toolkit to include quantitative and computational approaches to the study of text. Computation provides access to information in text that readers simply cannot gather using traditional qualitative methods of close reading and human synthesis. This new edition features two new chapters: one that introduces dplyr and tidyr in the context of parsing and analyzing dramatic texts to extract speaker and receiver data, and one on sentiment analysis using the syuzhet package. It is also filled with updated material in every chapter to integrate new developments in the field, current practices in R style, and the use of more efficient algorithms.

Beyond Literary Analysis

Beyond Literary Analysis PDF Author: Allison Marchetti
Publisher: Heinemann Educational Books
ISBN: 9780325092492
Category : Education
Languages : en
Pages : 259

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Book Description
"This book will make the case for multiple, diverse kinds of analysis to be taught in the high school English classroom. In addition to showing what written analysis looks like "in the wild," the authors will provide readers with a framework of fundamental analytical skills for instruction. Importantly, Marchetti and O'Dell will advocate for framing analytical writing around students' (of all levels and abilities) passions and expertise. And just as they do in their previous Heinemann book, Writing with Mentors, they will share resources for bringing many different kinds of analytical writing into the classroom"--

Introduction to Literary Analysis

Introduction to Literary Analysis PDF Author: Louis Hébert
Publisher: Taylor & Francis
ISBN: 1000589706
Category : Literary Criticism
Languages : en
Pages : 261

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Book Description
This book provides a complete guide to analyzing literary works, from an introduction of basic principles to the finer details. Separated into three sections, the book covers: • Principles—this looks at what literary analysis is, its three main components, and the various possible objects of analysis. • Main components—introduces nearly 30 aspects of text analysis, such as style, themes, social aspects, and context, and then goes on to introduce nearly 50 approaches, such as literary history, ecocriticism, narratology, and sociology. • The process of analysis—details the general structure of the analytical text, the structure of a pedagogical essay, the analysis of a theoretical element, possible “plans” for the analytical text, methods of argumentation, statements of opinion, hypotheses, the structure of paragraphs, and the use of citations. This book is a synthesis of established scholarship with new, original insights, making it an ideal introduction to the study of literature as well as a valuable companion throughout further study.

Literature and Understanding

Literature and Understanding PDF Author: Jon Phelan
Publisher: Routledge
ISBN: 9780367563424
Category : Criticism (Philosophy)
Languages : en
Pages : 182

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Book Description
Literature and Understanding investigates the cognitive gain from literature by focussing on a reader's close analysis of a literary text. It examines the meaning of 'literature', outlines the most prominent positions in the literary cognitivism debate, explores the practice of close reading from a philosophical perspective, provides a fresh account of what we mean by 'understanding' and in so doing opens up a new area of research in the philosophy of literature. This book provides a different reply to the challenge that we can't learn anything worthwhile from reading literary fiction. It makes the innovative case that reading literary fiction as literature rather than as fiction stimulates five relevant senses of understanding. The book uses examples of irony, metaphor, play with perspective and ambiguity to illustrate this contention. Before arguing that these five senses of understanding bridge the gap between our understanding of a literary text and our understanding of the world beyond that text. The book will be of great interest for researchers, scholars and post-graduate students in the fields of aesthetics, literary theory, literature in education and pedagogy.

Identity of the Literary Text

Identity of the Literary Text PDF Author: Mario J. Valdés
Publisher:
ISBN: 9781487574796
Category : LANGUAGE ARTS & DISCIPLINES
Languages : en
Pages : 330

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Book Description
This book brings together, in the spirit of dialogue, the arguments on both sides of the most important issue in literary criticism today. It will be of interest to all concerned with textual theory, regardless of which literature are considered.

Digging Into Literature

Digging Into Literature PDF Author: Joanna Wolfe
Publisher: Macmillan Higher Education
ISBN: 1319020275
Category : Literary Collections
Languages : en
Pages : 451

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Book Description
Digging Into Literature reveals the critical strategies that any college student can use for reading, analyzing, and writing about literary texts. It is based on a groundbreaking study of the successful interpretive and argumentative moves of more than a thousand professional and student essays. Full of practical charts and summaries, with plenty of exercises and activities for trying out the strategies, the book convincingly reveals that while great literature is profoundly and endlessly complex, writing cogent and effective essays about it doesn’t have to be.

Literary Analysis: The Basics

Literary Analysis: The Basics PDF Author: Celena Kusch
Publisher: Routledge
ISBN: 1317420950
Category : Literary Criticism
Languages : en
Pages : 159

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Book Description
Literary Analysis: The Basics is an insightful introduction to analysing a wide range of literary forms. Providing a clear outline of the methodologies employed in twenty-first century literary analysis, it introduces readers to the genres, canons, terms, issues, critical approaches, and contexts that affect the analysis of any text. It addresses such questions as: What counts as literature? Is analysis a dissection? How do gender, race, class and culture affect the meaning of a text? Why is the social and historical context of a text important? Can digital media be analysed in the same way as a poem? With examples from ancient myths to young adult fiction, a glossary of key terms, and suggestions for further reading, Literary Analysis: The Basics is essential reading for anyone wishing to improve their analytical reading skills.

Love & Literacy

Love & Literacy PDF Author: Paul Bambrick-Santoyo
Publisher: John Wiley & Sons
ISBN: 1119751667
Category : Language Arts & Disciplines
Languages : en
Pages : 359

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Book Description
When our students enter middle and high school, the saying goes that they stop learning to read and start reading to learn. Then why is literacy still a struggle for so many of our students? The reality is that elementary school isn’t designed to prepare students for Othello and Song of Solomon: so what do we do? Love and Literacy steps into the classrooms of extraordinary teachers who have guided students to the highest levels of literacy. There is magic in their teaching, but that magic is replicable. It starts with a simple premise: kids fall in love with texts when they understand them, and that understanding comes from the right knowledge and/or the right strategy at the right time. Love and Literacy dissects the moves of successful teachers and schools and leaves you with the tools to make these your own: Research-based best practices in facilitating discourse, building curriculum, guiding student comprehension and analysis, creating a class culture where literacy thrives, and more Video clips of middle and high school teachers implementing these practices An online, print-ready Reading and Writing Handbook that places every tool at your fingertips to implement effectively Discussion questions for your own professional learning or book study group Great reading is more than just liking books: it’s having the knowledge, skill, and desire to experience any text in all its fullness. Love and Literacy guides you to create environments where students can build the will and wherewithal to truly fall in love with literacy.

Handbook for Literary Analysis Book I

Handbook for Literary Analysis Book I PDF Author: James P. Stobaugh
Publisher:
ISBN: 9780983321675
Category : Literary Criticism
Languages : en
Pages : 340

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Book Description
The Handbook for Literary Analysis: How to Evaluate Prose Fiction, Drama, and Poetry reclaims the metaphor, rhetoric, and literary analysis. It has a high view of the reader, the critic, and the student. This Handbook explains and illustrates a wide range of significant literature. Readers explore inspired examples, including biblical examples. Finally, readers read real literary analytical essays by American high school students. "Dr. Stobaugh's Handbook is an outstanding resource for educators and the students. Over the past several decades, the influence of literature produced by Christians has significantly declined I highly recommend it." Ray Traylor, Homeschool Dad. "This book is appropriate for junior high students through adults." Cathy Duffy, homeschool review guru."

Introducing Electronic Text Analysis

Introducing Electronic Text Analysis PDF Author: Svenja Adolphs
Publisher: Routledge
ISBN: 1134361599
Category : Language Arts & Disciplines
Languages : en
Pages : 177

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Book Description
Introducing Electronic Text Analysis is a practical and much needed introduction to corpora – bodies of linguistic data. Written specifically for students studying this topic for the first time, the book begins with a discussion of the underlying principles of electronic text analysis. It then examines how these corpora enhance our understanding of literary and non-literary works. In the first section the author introduces the concepts of concordance and lexical frequency, concepts which are then applied to a range of areas of language study. Key areas examined are the use of on-line corpora to complement traditional stylistic analysis, and the ways in which methods such as concordance and frequency counts can reveal a particular ideology within a text. Presenting an accessible and thorough understanding of the underlying principles of electronic text analysis, the book contains abundant illustrative examples and a glossary with definitions of main concepts. It will also be supported by a companion website with links to on-line corpora so that students can apply their knowledge to further study. The accompanying website to this book can be found at http://www.routledge.com/textbooks/0415320216