Python Programming For Linguistics And Digital Humanities

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Python Programming for Linguistics and Digital Humanities

Martin Weisser
Python Programming for Linguistics and Digital Humanities Book PDF

Author : Martin Weisser
Publisher : John Wiley & Sons
Page : 295 pages
File Size : 47,9 Mb
Release : 2024-01-31
Category : Computers
ISBN : 9781119907947

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Python Programming for Linguistics and Digital Humanities by Martin Weisser Pdf

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

Brian Kokensparger
Guide to Programming for the Digital Humanities Book PDF

Author : Brian Kokensparger
Publisher : Springer
Page : 93 pages
File Size : 51,9 Mb
Release : 2018-08-23
Category : Computers
ISBN : 9783319991153

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Guide to Programming for the Digital Humanities by Brian Kokensparger Pdf

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

William Mattingly
Introduction to Python for Humanists Book PDF

Author : William Mattingly
Publisher : CRC Press
Page : 337 pages
File Size : 41,7 Mb
Release : 2023-07-26
Category : Business & Economics
ISBN : 9781000884593

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Introduction to Python for Humanists by William Mattingly Pdf

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

Language, Migration and Multilingualism in the Age of Digital Humanities

Ignacio Andrés Soria,Sandra Issel-Dombert,Laura Morgenthaler García
Language Migration and Multilingualism in the Age of Digital Humanities Book PDF

Author : Ignacio Andrés Soria,Sandra Issel-Dombert,Laura Morgenthaler García
Publisher : Walter de Gruyter GmbH & Co KG
Page : 235 pages
File Size : 42,9 Mb
Release : 2023-08-21
Category : Foreign Language Study
ISBN : 9783110746181

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Language, Migration and Multilingualism in the Age of Digital Humanities by Ignacio Andrés Soria,Sandra Issel-Dombert,Laura Morgenthaler García Pdf

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.

Python for Linguists

Michael Hammond
Python for Linguists Book PDF

Author : Michael Hammond
Publisher : Cambridge University Press
Page : 313 pages
File Size : 51,9 Mb
Release : 2020-05-07
Category : Computers
ISBN : 9781108493444

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Python for Linguists by Michael Hammond Pdf

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

Current Issues in Descriptive Linguistics and Digital Humanities

Moses Effiong Ekpenyong,Imelda Icheji Udoh
Current Issues in Descriptive Linguistics and Digital Humanities Book PDF

Author : Moses Effiong Ekpenyong,Imelda Icheji Udoh
Publisher : Springer Nature
Page : 714 pages
File Size : 53,5 Mb
Release : 2022-11-30
Category : Language Arts & Disciplines
ISBN : 9789811929328

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Current Issues in Descriptive Linguistics and Digital Humanities by Moses Effiong Ekpenyong,Imelda Icheji Udoh Pdf

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.

Text Analytics for Corpus Linguistics and Digital Humanities

Gerold Schneider
Text Analytics for Corpus Linguistics and Digital Humanities Book PDF

Author : Gerold Schneider
Publisher : Bloomsbury Publishing
Page : 164 pages
File Size : 47,8 Mb
Release : 2024-05-02
Category : Language Arts & Disciplines
ISBN : 9781350370845

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Text Analytics for Corpus Linguistics and Digital Humanities by Gerold Schneider Pdf

Do you want to gain a deeper understanding of how big tech analyzes and exploits our text data, or investigate how political parties differ by analyzing 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 visualize 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.

Thomas Pynchon and the Digital Humanities

Erik Ketzan
Thomas Pynchon and the Digital Humanities Book PDF

Author : Erik Ketzan
Publisher : Bloomsbury Publishing
Page : 288 pages
File Size : 41,7 Mb
Release : 2021-11-18
Category : Literary Criticism
ISBN : 9781350211841

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Thomas Pynchon and the Digital Humanities by Erik Ketzan Pdf

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

Steven Coats,Veronika Laippala
Linguistics across Disciplinary Borders Book PDF

Author : Steven Coats,Veronika Laippala
Publisher : Bloomsbury Publishing
Page : 184 pages
File Size : 55,5 Mb
Release : 2024-01-11
Category : Language Arts & Disciplines
ISBN : 9781350362284

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Linguistics across Disciplinary Borders by Steven Coats,Veronika Laippala Pdf

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.

Exploratory Programming for the Arts and Humanities

Nick Montfort
Exploratory Programming for the Arts and Humanities Book PDF

Author : Nick Montfort
Publisher : MIT Press
Page : 329 pages
File Size : 50,6 Mb
Release : 2016-04-08
Category : Computers
ISBN : 9780262034203

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Exploratory Programming for the Arts and Humanities by Nick Montfort Pdf

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.

Debates in the Digital Humanities 2023

Matthew K. Gold,Lauren F. Klein
Debates in the Digital Humanities 2023 Book PDF

Author : Matthew K. Gold,Lauren F. Klein
Publisher : U of Minnesota Press
Page : 474 pages
File Size : 50,6 Mb
Release : 2023-07-04
Category : Education
ISBN : 9781452969329

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Debates in the Digital Humanities 2023 by Matthew K. Gold,Lauren F. Klein Pdf

A cutting-edge view of the digital humanities at a time of global pandemic, catastrophe, and uncertainty Where do the digital humanities stand in 2023? Debates in the Digital Humanities 2023 presents a state-of-the-field vision of digital humanities amid rising social, political, economic, and environmental crises; a global pandemic; and the deepening of austerity regimes in U.S. higher education. Providing a look not just at where DH stands but also where it is going, this fourth volume in the Debates in the Digital Humanities series features both established scholars and emerging voices pushing the field’s boundaries, asking thorny questions, and providing space for practitioners to bring to the fore their research and their hopes for future directions in the field. Carrying forward the themes of political and social engagement present in the series throughout, it includes crucial contributions to the field—from a vital forum centered on the voices of Black women scholars, manifestos from feminist and Latinx perspectives on data and DH, and a consideration of Indigenous data and artificial intelligence, to essays that range across topics such as the relation of DH to critical race theory, capital, and accessibility. Contributors: Harmony Bench, Ohio State U; Christina Boyles, Michigan State U; Megan R. Brett, George Mason U; Michelle Lee Brown, Washington State U; Patrick J. Burns, New York U; Kent K. Chang, U of California, Berkeley; Rico Devara Chapman, Clark Atlanta U; Marika Cifor, U of Washington; María Eugenia Cotera, U of Texas; T. L. Cowan, U of Toronto; Marlene L. Daut, U of Virginia; Quinn Dombrowski, Stanford U; Kate Elswit, U of London; Nishani Frazier, U of Kansas; Kim Gallon, Brown U; Patricia Garcia, U of Michigan; Lorena Gauthereau, U of Houston; Masoud Ghorbaninejad, University of Victoria; Abraham Gibson, U of Texas at San Antonio; Nathan P. Gibson, Ludwig-Maximilians-Universität, Munich; Kaiama L. Glover, Barnard College; Hilary N. Green, Davidson College; Jo Guldi, Southern Methodist U; Matthew N. Hannah, Purdue U Libraries; Jeanelle Horcasitas, DigitalOcean; Christy Hyman, Mississippi State U; Arun Jacob, U of Toronto; Jessica Marie Johnson, Johns Hopkins U and Harvard U; Martha S. Jones, Johns Hopkins U; Annette K. Joseph-Gabriel, Duke U; Mills Kelly, George Mason U; Spencer D. C. Keralis, Digital Frontiers; Zoe LeBlanc, U of Illinois at Urbana-Champaign; Jason Edward Lewis, Concordia U; James Malazita, Rensselaer Polytechnic Institute; Alison Martin, Dartmouth College; Linda García Merchant, U of Houston Libraries; Rafia Mirza, Southern Methodist U; Mame-Fatou Niang, Carnegie Mellon U; Jessica Marie Otis, George Mason U; Marisa Parham, U of Maryland; Andrew Boyles Petersen, Michigan State U Libraries; Emily Pugh, Getty Research Institute; Olivia Quintanilla, UC Santa Barbara; Jasmine Rault, U of Toronto Scarborough; Anastasia Salter, U of Central Florida; Maura Seale, U of Michigan; Celeste Tường Vy Sharpe, Normandale Community College; Astrid J. Smith, Stanford U Libraries; Maboula Soumahoro, U of Tours; Mel Stanfill, U of Central Florida; Tonia Sutherland, U of Hawaiʻi at Mānoa; Gabriela Baeza Ventura, U of Houston; Carolina Villarroel, U of Houston; Melanie Walsh, U of Washington; Hēmi Whaanga, U of Waikato; Bridget Whearty, Binghamton U; Jeri Wieringa, U of Alabama; David Joseph Wrisley, NYU Abu Dhabi. Cover alt text: A text-based cover with the main title repeating right-side up and upside down. The leftmost iteration appears in black ink; all others are white.

The Routledge Handbook of English Language and Digital Humanities

Svenja Adolphs,Dawn Knight
The Routledge Handbook of English Language and Digital Humanities Book PDF

Author : Svenja Adolphs,Dawn Knight
Publisher : Routledge
Page : 693 pages
File Size : 55,5 Mb
Release : 2020-04-16
Category : Language Arts & Disciplines
ISBN : 9781000049787

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The Routledge Handbook of English Language and Digital Humanities by Svenja Adolphs,Dawn Knight Pdf

The Routledge Handbook of English Language and Digital Humanities serves as a reference point for key developments related to the ways in which the digital turn has shaped the study of the English language and of how the resulting methodological approaches have permeated other disciplines. It draws on modern linguistics and discourse analysis for its analytical methods and applies these approaches to the exploration and theorisation of issues within the humanities. Divided into three sections, this handbook covers: sources and corpora; analytical approaches; English language at the interface with other areas of research in the digital humanities. In covering these areas, more traditional approaches and methodologies in the humanities are recast and research challenges are re-framed through the lens of the digital. The essays in this volume highlight the opportunities for new questions to be asked and long-standing questions to be reconsidered when drawing on the digital in humanities research. This is a ground-breaking collection of essays offering incisive and essential reading for anyone with an interest in the English language and digital humanities.

Critical Digital Humanities

James E Dobson
Critical Digital Humanities Book PDF

Author : James E Dobson
Publisher : University of Illinois Press
Page : 282 pages
File Size : 45,9 Mb
Release : 2019-03-16
Category : Language Arts & Disciplines
ISBN : 9780252051111

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Critical Digital Humanities by James E Dobson Pdf

Can established humanities methods coexist with computational thinking? It is one of the major questions in humanities research today, as scholars increasingly adopt sophisticated data science for their work. James E. Dobson explores the opportunities and complications faced by humanists in this new era. Though the study and interpretation of texts alongside sophisticated computational tools can serve scholarship, these methods cannot replace existing frameworks. As Dobson shows, ideas of scientific validity cannot easily nor should be adapted for humanities research because digital humanities, unlike science, lack a leading-edge horizon charting the frontiers of inquiry. Instead, the methods of digital humanities require a constant rereading. At the same time, suspicious and critical readings of digital methodologies make it unwise for scholars to defer to computational methods. Humanists must examine the tools--including the assumptions that went into the codes and algorithms--and questions surrounding their own use of digital technology in research. Insightful and forward thinking, Critical Digital Humanities lays out a new path of humanistic inquiry that merges critical theory and computational science.

Pythonic Programming

Dmitry Zinoviev
Pythonic Programming Book PDF

Author : Dmitry Zinoviev
Publisher : Pragmatic Bookshelf
Page : 211 pages
File Size : 40,8 Mb
Release : 2021-09-23
Category : Computers
ISBN : 9781680509205

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Pythonic Programming by Dmitry Zinoviev Pdf

Make your good Python code even better by following proven and effective pythonic programming tips. Avoid logical errors that usually go undetected by Python linters and code formatters, such as frequent data look-ups in long lists, improper use of local and global variables, and mishandled user input. Discover rare language features, like rational numbers, set comprehensions, counters, and pickling, that may boost your productivity. Discover how to apply general programming patterns, including caching, in your Python code. Become a better-than-average Python programmer, and develop self-documented, maintainable, easy-to-understand programs that are fast to run and hard to break. Python is one of the most popular and rapidly growing modern programming languages. With more than 200 standard libraries and even more third-party libraries, it reaches into the software development areas as diverse as artificial intelligence, bioinformatics, natural language processing, and computer vision. Find out how to improve your understanding of the spirit of the language by using one hundred pythonic tips to make your code safer, faster, and better documented. This programming style manual is a quick reference of helpful hints and a random source of inspiration. Choose the suitable data structures for searching and sorting jobs and become aware of how a wrong choice may cause your application to be completely ineffective. Understand global and local variables, class and instance attributes, and information-hiding techniques. Create functions with flexible interfaces. Manage intermediate computation results by caching them in files and memory to improve performance and reliability. Polish your documentation skills to make your code easy for other programmers to understand. As a bonus, discover Easter eggs cleverly planted in the standard library by its developers. Polish, secure, and speed-up your Python applications, and make them easier to maintain by following pythonic programming tips. What You Need: You will need a Python interpreter (ideally, version 3.4 or above) and the standard Python library that usually comes with the interpreter.

Jewish Studies in the Digital Age

Gerben Zaagsma,Daniel Stökl Ben Ezra,Miriam Rürup,Michelle Margolis,Amalia S. Levi
Jewish Studies in the Digital Age Book PDF

Author : Gerben Zaagsma,Daniel Stökl Ben Ezra,Miriam Rürup,Michelle Margolis,Amalia S. Levi
Publisher : Walter de Gruyter GmbH & Co KG
Page : 390 pages
File Size : 41,8 Mb
Release : 2022-10-03
Category : History
ISBN : 9783110744828

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Jewish Studies in the Digital Age by Gerben Zaagsma,Daniel Stökl Ben Ezra,Miriam Rürup,Michelle Margolis,Amalia S. Levi Pdf

As in all fields and disciplines of the humanities, Jewish Studies scholars find themselves confronted with the rapidly increasing availability of digital resources (data), new technologies to interrogate and analyze them (tools), and the question of how to critically engage with these developments. This volume discusses how the digital turn has affected the field of Jewish Studies. It explores the current state of the art and probes how digital developments can be harnessed to address the specific questions, challenges and problems that Jewish Studies scholars confront. In a field characterised by dispersed sources, and heterogeneous scripts and languages that speak to a multitude of cultures and histories, of abundance as well as loss, what is the promise of Digital Humanities methods--and what are the challenges and pitfalls? The articles in this volume were originally presented at the international conference #DHJewish - Jewish Studies in the Digital Age, which was organised at the Centre for Contemporary and Digital History (C2DH) at University of Luxembourg in January 2021. The first big international conference of its kind, it brought together more than sixty scholars and heritage practitioners to discuss how the digital turn affects the field of Jewish Studies.