Python Programming for Linguistics and Digital Humanities

Python Programming for Linguistics and Digital Humanities

Author: Martin Weisser

Publisher: John Wiley & Sons

Published: 2024-01-31

Total Pages: 295

ISBN-13: 1119907942

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Learn how to use Python for linguistics and digital humanities research, perfect for students working with Python for the first time Python programming is no longer only for computer science students; it is now an essential skill in linguistics, the digital humanities (DH), and social science programs that involve text analytics. Python Programming for Linguistics and Digital Humanities provides a comprehensive introduction to this widely used programming language, offering guidance on using Python to perform various processing and analysis techniques on text. Assuming no prior knowledge of programming, this student-friendly guide covers essential topics and concepts such as installing Python, using the command line, working with strings, writing modular code, designing a simple graphical user interface (GUI), annotating language data in XML and TEI, creating basic visualizations, and more. This invaluable text explains the basic tools students will need to perform their own research projects and tackle various data analysis problems. Throughout the book, hands-on exercises provide students with the opportunity to apply concepts to particular questions or projects in processing textual data and solving language-related issues. Each chapter concludes with a detailed discussion of the code applied, possible alternatives, and potential pitfalls or error messages. Teaches students how to use Python to tackle the types of problems they will encounter in linguistics and the digital humanities Features numerous practical examples of language analysis, gradually moving from simple concepts and programs to more complex projects Describes how to build a variety of data visualizations, such as frequency plots and word clouds Focuses on the text processing applications of Python, including creating word and frequency lists, recognizing linguistic patterns, and processing words for morphological analysis Includes access to a companion website with all Python programs produced in the chapter exercises and additional Python programming resources Python Programming for Linguistics and Digital Humanities: Applications for Text-Focused Fields is a must-have resource for students pursuing text-based research in the humanities, the social sciences, and all subfields of linguistics, particularly computational linguistics and corpus linguistics.


Book Synopsis Python Programming for Linguistics and Digital Humanities by : Martin Weisser

Download or read book Python Programming for Linguistics and Digital Humanities written by Martin Weisser and published by John Wiley & Sons. This book was released on 2024-01-31 with total page 295 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn how to use Python for linguistics and digital humanities research, perfect for students working with Python for the first time Python programming is no longer only for computer science students; it is now an essential skill in linguistics, the digital humanities (DH), and social science programs that involve text analytics. Python Programming for Linguistics and Digital Humanities provides a comprehensive introduction to this widely used programming language, offering guidance on using Python to perform various processing and analysis techniques on text. Assuming no prior knowledge of programming, this student-friendly guide covers essential topics and concepts such as installing Python, using the command line, working with strings, writing modular code, designing a simple graphical user interface (GUI), annotating language data in XML and TEI, creating basic visualizations, and more. This invaluable text explains the basic tools students will need to perform their own research projects and tackle various data analysis problems. Throughout the book, hands-on exercises provide students with the opportunity to apply concepts to particular questions or projects in processing textual data and solving language-related issues. Each chapter concludes with a detailed discussion of the code applied, possible alternatives, and potential pitfalls or error messages. Teaches students how to use Python to tackle the types of problems they will encounter in linguistics and the digital humanities Features numerous practical examples of language analysis, gradually moving from simple concepts and programs to more complex projects Describes how to build a variety of data visualizations, such as frequency plots and word clouds Focuses on the text processing applications of Python, including creating word and frequency lists, recognizing linguistic patterns, and processing words for morphological analysis Includes access to a companion website with all Python programs produced in the chapter exercises and additional Python programming resources Python Programming for Linguistics and Digital Humanities: Applications for Text-Focused Fields is a must-have resource for students pursuing text-based research in the humanities, the social sciences, and all subfields of linguistics, particularly computational linguistics and corpus linguistics.

Guide to Programming for the Digital Humanities

Guide to Programming for the Digital Humanities

Author: Brian Kokensparger

Publisher: Springer

Published: 2018-08-23

Total Pages: 93

ISBN-13: 3319991159

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As an introduction to programming for the Digital Humanities (DH), this book presents six key assignments oriented on DH topics. The topics include Computing Change Over Time (calculating burials at a historic cemetery), Visualizing Change Over Time (visualizing the burials at the historic cemetery), Textual Analysis (finding word frequencies and “stop words” in public domain texts), XML Transformation (transforming a simplified version of XML into HTML styled with CSS), Stylometry (comparing the measured features of graphic images), and Social Network Analysis (analyzing extended relationships in historic circles). The book focuses on the practical application of these assignments in the classroom, providing a range of variations for each assignment, which can be selected on the basis of students’ specific programming background and skills; “atomic” assignments, which can be used to give students the experience they need to successfully complete the main assignments; and some common pitfalls and gotchas to manage in the classroom. The book’s chief goals are to introduce novice computer science (CS) students to programming for DH, and to offer them valuable hands-on experience with core programming concepts.


Book Synopsis Guide to Programming for the Digital Humanities by : Brian Kokensparger

Download or read book Guide to Programming for the Digital Humanities written by Brian Kokensparger and published by Springer. This book was released on 2018-08-23 with total page 93 pages. Available in PDF, EPUB and Kindle. Book excerpt: As an introduction to programming for the Digital Humanities (DH), this book presents six key assignments oriented on DH topics. The topics include Computing Change Over Time (calculating burials at a historic cemetery), Visualizing Change Over Time (visualizing the burials at the historic cemetery), Textual Analysis (finding word frequencies and “stop words” in public domain texts), XML Transformation (transforming a simplified version of XML into HTML styled with CSS), Stylometry (comparing the measured features of graphic images), and Social Network Analysis (analyzing extended relationships in historic circles). The book focuses on the practical application of these assignments in the classroom, providing a range of variations for each assignment, which can be selected on the basis of students’ specific programming background and skills; “atomic” assignments, which can be used to give students the experience they need to successfully complete the main assignments; and some common pitfalls and gotchas to manage in the classroom. The book’s chief goals are to introduce novice computer science (CS) students to programming for DH, and to offer them valuable hands-on experience with core programming concepts.

Introduction to Python for Humanists

Introduction to Python for Humanists

Author: William Mattingly

Publisher: CRC Press

Published: 2023-07-26

Total Pages: 337

ISBN-13: 1000884597

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This book will introduce digital humanists at all levels of education to Python. It provides background and guidance on learning the Python computer programming language, and as it presumes no knowledge on the part of the reader about computers or coding concepts allows the reader to gradually learn the more complex tasks that are currently popular in the field of digital humanities. This book will be aimed at undergraduates, graduates, and faculty who are interested in learning how to use Python as a tool within their workflow. An Introduction to Python for Digital Humanists will act as a primer for students who wish to use Python, allowing them to engage with more advanced textbooks. This book fills a real need, as it is first Python introduction to be aimed squarely at humanities students, as other books currently available do not approach Python from a humanities perspective. It will be designed so that those experienced in Python can teach from it, in addition to allowing those who are interested in being self-taught can use it for that purpose. Key Features: Data analysis Data science Computational humanities Digital humanities Python Natural language processing Social network analysis App development


Book Synopsis Introduction to Python for Humanists by : William Mattingly

Download or read book Introduction to Python for Humanists written by William Mattingly and published by CRC Press. This book was released on 2023-07-26 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book will introduce digital humanists at all levels of education to Python. It provides background and guidance on learning the Python computer programming language, and as it presumes no knowledge on the part of the reader about computers or coding concepts allows the reader to gradually learn the more complex tasks that are currently popular in the field of digital humanities. This book will be aimed at undergraduates, graduates, and faculty who are interested in learning how to use Python as a tool within their workflow. An Introduction to Python for Digital Humanists will act as a primer for students who wish to use Python, allowing them to engage with more advanced textbooks. This book fills a real need, as it is first Python introduction to be aimed squarely at humanities students, as other books currently available do not approach Python from a humanities perspective. It will be designed so that those experienced in Python can teach from it, in addition to allowing those who are interested in being self-taught can use it for that purpose. Key Features: Data analysis Data science Computational humanities Digital humanities Python Natural language processing Social network analysis App development

Python for Linguists

Python for Linguists

Author: Michael Hammond

Publisher: Cambridge University Press

Published: 2020-05-07

Total Pages: 313

ISBN-13: 1108493440

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An introduction to Python programming for linguists. Examples of code specifically designed for language analysis are featured throughout.


Book Synopsis Python for Linguists by : Michael Hammond

Download or read book Python for Linguists written by Michael Hammond and published by Cambridge University Press. This book was released on 2020-05-07 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introduction to Python programming for linguists. Examples of code specifically designed for language analysis are featured throughout.

Language, Migration and Multilingualism in the Age of Digital Humanities

Language, Migration and Multilingualism in the Age of Digital Humanities

Author: Ignacio Andrés Soria

Publisher: Walter de Gruyter GmbH & Co KG

Published: 2023-08-21

Total Pages: 235

ISBN-13: 3110746182

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Located at the intersection of humanities and applied informatics, the fledgling discipline of Digital Humanities is bringing new impulses to the field of (Romance) linguistics. Those are especially productive in the context of migration and heteroglossic practices, which encounter constraining language ideologies in Western societies. The aim of this volume is to critically reflect on both the usefulness and limitations of digitization in different areas and superdiverse contexts of the Spanish-speaking world. Through 11 case studies, it illuminates the digital turn from different theoretical and methodological perspectives, providing a better understanding of the complex interplay between language and digitization.


Book Synopsis Language, Migration and Multilingualism in the Age of Digital Humanities by : Ignacio Andrés Soria

Download or read book Language, Migration and Multilingualism in the Age of Digital Humanities written by Ignacio Andrés Soria and published by Walter de Gruyter GmbH & Co KG. This book was released on 2023-08-21 with total page 235 pages. Available in PDF, EPUB and Kindle. Book excerpt: Located at the intersection of humanities and applied informatics, the fledgling discipline of Digital Humanities is bringing new impulses to the field of (Romance) linguistics. Those are especially productive in the context of migration and heteroglossic practices, which encounter constraining language ideologies in Western societies. The aim of this volume is to critically reflect on both the usefulness and limitations of digitization in different areas and superdiverse contexts of the Spanish-speaking world. Through 11 case studies, it illuminates the digital turn from different theoretical and methodological perspectives, providing a better understanding of the complex interplay between language and digitization.

Current Issues in Descriptive Linguistics and Digital Humanities

Current Issues in Descriptive Linguistics and Digital Humanities

Author: Moses Effiong Ekpenyong

Publisher: Springer Nature

Published: 2022-11-30

Total Pages: 714

ISBN-13: 9811929327

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This book is a convergence of heterogeneous insights (from languages and literature, history, music, media and communications, computer science and information studies) which previously went their separate ways; now unified under a single framework for the purpose of preserving a unique heritage, the language. In a growing society like ours, description and documentation of human and scientific evidence/resources are improving. However, these resources have enjoyed cost-effective solutions for Western languages but are yet to flourish for African tone languages. By situating discussions around a universe of discourse, sufficient to engender cross-border interactions within the African context, this book shall break a dichotomy of challenges on adaptive processes required to unify resources to assist the development of modern solutions for the African domain.


Book Synopsis Current Issues in Descriptive Linguistics and Digital Humanities by : Moses Effiong Ekpenyong

Download or read book Current Issues in Descriptive Linguistics and Digital Humanities written by Moses Effiong Ekpenyong and published by Springer Nature. This book was released on 2022-11-30 with total page 714 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a convergence of heterogeneous insights (from languages and literature, history, music, media and communications, computer science and information studies) which previously went their separate ways; now unified under a single framework for the purpose of preserving a unique heritage, the language. In a growing society like ours, description and documentation of human and scientific evidence/resources are improving. However, these resources have enjoyed cost-effective solutions for Western languages but are yet to flourish for African tone languages. By situating discussions around a universe of discourse, sufficient to engender cross-border interactions within the African context, this book shall break a dichotomy of challenges on adaptive processes required to unify resources to assist the development of modern solutions for the African domain.

Thomas Pynchon and the Digital Humanities

Thomas Pynchon and the Digital Humanities

Author: Erik Ketzan

Publisher: Bloomsbury Publishing

Published: 2021-11-18

Total Pages: 288

ISBN-13: 1350211842

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Thomas Pynchon's style has dazzled and bewildered readers and critics since the 1960s, and this book employs computational methods from the digital humanities to reveal heretofore unknown stylistic trends over the course of Pynchon's career, as well as challenge critical assumptions regarding foregrounded and supposedly “Pynchonesque” stylistic features: ambiguity/vagueness, acronyms, ellipsis marks, profanity, and archaic stylistics in Mason & Dixon. As the first book-length stylistic or computational stylistic examination of Pynchon's oeuvre, Thomas Pynchon and the Digital Humanities provides a groundwork of stylistic experiments and interpretations, with over 60 graphs and tables, presented in a manner in which both technical and non-technical audiences may follow.


Book Synopsis Thomas Pynchon and the Digital Humanities by : Erik Ketzan

Download or read book Thomas Pynchon and the Digital Humanities written by Erik Ketzan and published by Bloomsbury Publishing. This book was released on 2021-11-18 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: Thomas Pynchon's style has dazzled and bewildered readers and critics since the 1960s, and this book employs computational methods from the digital humanities to reveal heretofore unknown stylistic trends over the course of Pynchon's career, as well as challenge critical assumptions regarding foregrounded and supposedly “Pynchonesque” stylistic features: ambiguity/vagueness, acronyms, ellipsis marks, profanity, and archaic stylistics in Mason & Dixon. As the first book-length stylistic or computational stylistic examination of Pynchon's oeuvre, Thomas Pynchon and the Digital Humanities provides a groundwork of stylistic experiments and interpretations, with over 60 graphs and tables, presented in a manner in which both technical and non-technical audiences may follow.

Linguistics across Disciplinary Borders

Linguistics across Disciplinary Borders

Author: Steven Coats

Publisher: Bloomsbury Publishing

Published: 2024-01-11

Total Pages: 184

ISBN-13: 135036228X

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This volume highlights the ways in which recent developments in corpus linguistics and natural language processing can engage with topics across language studies, humanities and social science disciplines. New approaches have emerged in recent years that blur disciplinary boundaries, facilitated by factors such as the application of computational methods, access to large data sets, and the sharing of code, as well as continual advances in technologies related to data storage, retrieval, and processing. The “march of data” denotes an area at the border region of linguistics, humanities, and social science disciplines, but also the inevitable development of the underlying technologies that drive analysis in these subject areas. Organized into 3 sections, the chapters are connected by the underlying thread of linguistic corpora: how they can be created, how they can shed light on varieties or registers, and how their metadata can be utilized to better understand the internal structure of similar resources. While some chapters in the volume make use of well-established existing corpora, others analyze data from platforms such as YouTube, Twitter or Reddit. The volume provides insight into the diversity of methods, approaches, and corpora that inform our understanding of the “border regions” between the realms of data science, language/linguistics, and social or cultural studies.


Book Synopsis Linguistics across Disciplinary Borders by : Steven Coats

Download or read book Linguistics across Disciplinary Borders written by Steven Coats and published by Bloomsbury Publishing. This book was released on 2024-01-11 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume highlights the ways in which recent developments in corpus linguistics and natural language processing can engage with topics across language studies, humanities and social science disciplines. New approaches have emerged in recent years that blur disciplinary boundaries, facilitated by factors such as the application of computational methods, access to large data sets, and the sharing of code, as well as continual advances in technologies related to data storage, retrieval, and processing. The “march of data” denotes an area at the border region of linguistics, humanities, and social science disciplines, but also the inevitable development of the underlying technologies that drive analysis in these subject areas. Organized into 3 sections, the chapters are connected by the underlying thread of linguistic corpora: how they can be created, how they can shed light on varieties or registers, and how their metadata can be utilized to better understand the internal structure of similar resources. While some chapters in the volume make use of well-established existing corpora, others analyze data from platforms such as YouTube, Twitter or Reddit. The volume provides insight into the diversity of methods, approaches, and corpora that inform our understanding of the “border regions” between the realms of data science, language/linguistics, and social or cultural studies.

Text Analytics for Corpus Linguistics and Digital Humanities

Text Analytics for Corpus Linguistics and Digital Humanities

Author: Gerold Schneider

Publisher: Bloomsbury Publishing

Published: 2024-05-02

Total Pages: 164

ISBN-13: 1350370843

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Do you want to gain a deeper understanding of how big tech analyses and exploits our text data, or investigate how political parties differ by analysing textual styles, associations and trends in documents? Or create a map of a text collection and write a simple QA system yourself? This book explores how to apply state-of-the-art text analytics methods to detect and visualise phenomena in text data. Solidly based on methods from corpus linguistics, natural language processing, text analytics and digital humanities, this book shows readers how to conduct experiments with their own corpora and research questions, underpin their theories, quantify the differences and pinpoint characteristics. Case studies and experiments are detailed in every chapter using real-world and open access corpora from politics, World English, history, and literature. The results are interpreted and put into perspective, pitfalls are pointed out, and necessary pre-processing steps are demonstrated. This book also demonstrates how to use the programming language R, as well as simple alternatives and additions to R, to conduct experiments and employ visualisations by example, with extensible R-code, recipes, links to corpora, and a wide range of methods. The methods introduced can be used across texts of all disciplines, from history or literature to party manifestos and patient reports.


Book Synopsis Text Analytics for Corpus Linguistics and Digital Humanities by : Gerold Schneider

Download or read book Text Analytics for Corpus Linguistics and Digital Humanities written by Gerold Schneider and published by Bloomsbury Publishing. This book was released on 2024-05-02 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt: Do you want to gain a deeper understanding of how big tech analyses and exploits our text data, or investigate how political parties differ by analysing textual styles, associations and trends in documents? Or create a map of a text collection and write a simple QA system yourself? This book explores how to apply state-of-the-art text analytics methods to detect and visualise phenomena in text data. Solidly based on methods from corpus linguistics, natural language processing, text analytics and digital humanities, this book shows readers how to conduct experiments with their own corpora and research questions, underpin their theories, quantify the differences and pinpoint characteristics. Case studies and experiments are detailed in every chapter using real-world and open access corpora from politics, World English, history, and literature. The results are interpreted and put into perspective, pitfalls are pointed out, and necessary pre-processing steps are demonstrated. This book also demonstrates how to use the programming language R, as well as simple alternatives and additions to R, to conduct experiments and employ visualisations by example, with extensible R-code, recipes, links to corpora, and a wide range of methods. The methods introduced can be used across texts of all disciplines, from history or literature to party manifestos and patient reports.

Exploratory Programming for the Arts and Humanities

Exploratory Programming for the Arts and Humanities

Author: Nick Montfort

Publisher: MIT Press

Published: 2016-04-08

Total Pages: 329

ISBN-13: 0262034204

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A book for anyone who wants to learn programming to explore and create, with exercises and projects to help the reader learn by doing. This book introduces programming to readers with a background in the arts and humanities; there are no prerequisites, and no knowledge of computation is assumed. In it, Nick Montfort reveals programming to be not merely a technical exercise within given constraints but a tool for sketching, brainstorming, and inquiring about important topics. He emphasizes programming's exploratory potential—its facility to create new kinds of artworks and to probe data for new ideas. The book is designed to be read alongside the computer, allowing readers to program while making their way through the chapters. It offers practical exercises in writing and modifying code, beginning on a small scale and increasing in substance. In some cases, a specification is given for a program, but the core activities are a series of “free projects,” intentionally underspecified exercises that leave room for readers to determine their own direction and write different sorts of programs. Throughout the book, Montfort also considers how computation and programming are culturally situated—how programming relates to the methods and questions of the arts and humanities. The book uses Python and Processing, both of which are free software, as the primary programming languages.


Book Synopsis Exploratory Programming for the Arts and Humanities by : Nick Montfort

Download or read book Exploratory Programming for the Arts and Humanities written by Nick Montfort and published by MIT Press. This book was released on 2016-04-08 with total page 329 pages. Available in PDF, EPUB and Kindle. Book excerpt: A book for anyone who wants to learn programming to explore and create, with exercises and projects to help the reader learn by doing. This book introduces programming to readers with a background in the arts and humanities; there are no prerequisites, and no knowledge of computation is assumed. In it, Nick Montfort reveals programming to be not merely a technical exercise within given constraints but a tool for sketching, brainstorming, and inquiring about important topics. He emphasizes programming's exploratory potential—its facility to create new kinds of artworks and to probe data for new ideas. The book is designed to be read alongside the computer, allowing readers to program while making their way through the chapters. It offers practical exercises in writing and modifying code, beginning on a small scale and increasing in substance. In some cases, a specification is given for a program, but the core activities are a series of “free projects,” intentionally underspecified exercises that leave room for readers to determine their own direction and write different sorts of programs. Throughout the book, Montfort also considers how computation and programming are culturally situated—how programming relates to the methods and questions of the arts and humanities. The book uses Python and Processing, both of which are free software, as the primary programming languages.