Text Mining For Qualitative Data Analysis In The Social Sciences

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Text Mining for Qualitative Data Analysis in the Social Sciences

Author : Gregor Wiedemann
Publisher : Springer
ISBN 13 : 3658153091
Total Pages : 294 pages
Book Rating : 4.6/5 (581 download)

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Book Synopsis Text Mining for Qualitative Data Analysis in the Social Sciences by : Gregor Wiedemann

Download or read book Text Mining for Qualitative Data Analysis in the Social Sciences written by Gregor Wiedemann and published by Springer. This book was released on 2016-08-23 with total page 294 pages. Available in PDF, EPUB and Kindle. Book excerpt: Gregor Wiedemann evaluates text mining applications for social science studies with respect to conceptual integration of consciously selected methods, systematic optimization of algorithms and workflows, and methodological reflections relating to empirical research. In an exemplary study, he introduces workflows to analyze a corpus of around 600,000 newspaper articles on the subject of “democratic demarcation” in Germany. He provides a valuable resource for innovative measures to social scientists and computer scientists in the field of applied natural language processing.

Text Mining

Author : Gabe Ignatow
Publisher : SAGE Publications
ISBN 13 : 1483369323
Total Pages : 189 pages
Book Rating : 4.4/5 (833 download)

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Book Synopsis Text Mining by : Gabe Ignatow

Download or read book Text Mining written by Gabe Ignatow and published by SAGE Publications. This book was released on 2016-04-20 with total page 189 pages. Available in PDF, EPUB and Kindle. Book excerpt: Online communities generate massive volumes of natural language data and the social sciences continue to learn how to best make use of this new information and the technology available for analyzing it. Text Mining brings together a broad range of contemporary qualitative and quantitative methods to provide strategic and practical guidance on analyzing large text collections. This accessible book, written by a sociologist and a computer scientist, surveys the fast-changing landscape of data sources, programming languages, software packages, and methods of analysis available today. Suitable for novice and experienced researchers alike, the book will help readers use text mining techniques more efficiently and productively.

An Introduction to Text Mining

Author : Gabe Ignatow
Publisher : SAGE Publications
ISBN 13 : 1506337023
Total Pages : 344 pages
Book Rating : 4.5/5 (63 download)

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Book Synopsis An Introduction to Text Mining by : Gabe Ignatow

Download or read book An Introduction to Text Mining written by Gabe Ignatow and published by SAGE Publications. This book was released on 2017-09-22 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the ideal introduction for students seeking to collect and analyze textual data from online sources. It covers the most critical issues that they must take into consideration at all stages of their research projects.

Qualitative Data Analysis

Author : Ian Dey
Publisher : Routledge
ISBN 13 : 1134931468
Total Pages : 309 pages
Book Rating : 4.1/5 (349 download)

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Book Synopsis Qualitative Data Analysis by : Ian Dey

Download or read book Qualitative Data Analysis written by Ian Dey and published by Routledge. This book was released on 2003-09-02 with total page 309 pages. Available in PDF, EPUB and Kindle. Book excerpt: Qualitative Data Analysis shows that learning how to analyse qualitative data by computer can be fun. Written in a stimulating style, with examples drawn mainly from every day life and contemporary humour, it should appeal to a wide audience.

Qualitative Text Analysis

Author : Udo Kuckartz
Publisher : SAGE
ISBN 13 : 1446297764
Total Pages : 192 pages
Book Rating : 4.4/5 (462 download)

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Book Synopsis Qualitative Text Analysis by : Udo Kuckartz

Download or read book Qualitative Text Analysis written by Udo Kuckartz and published by SAGE. This book was released on 2014-01-23 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: How can you analyse narratives, interviews, field notes, or focus group data? Qualitative text analysis is ideal for these types of data and this textbook provides a hands-on introduction to the method and its theoretical underpinnings. It offers step-by-step instructions for implementing the three principal types of qualitative text analysis: thematic, evaluative, and type-building. Special attention is paid to how to present your results and use qualitative data analysis software packages, which are highly recommended for use in combination with qualitative text analysis since they allow for fast, reliable, and more accurate analysis. The book shows in detail how to use software, from transcribing the verbal data to presenting and visualizing the results. The book is intended for Master’s and Doctoral students across the social sciences and for all researchers concerned with the systematic analysis of texts of any kind.

Digital Social Research

Author : Giuseppe A. Veltri
Publisher : John Wiley & Sons
ISBN 13 : 1509529330
Total Pages : 210 pages
Book Rating : 4.5/5 (95 download)

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Book Synopsis Digital Social Research by : Giuseppe A. Veltri

Download or read book Digital Social Research written by Giuseppe A. Veltri and published by John Wiley & Sons. This book was released on 2019-10-25 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: To analyse social and behavioural phenomena in our digitalized world, it is necessary to understand the main research opportunities and challenges specific to online and digital data. This book presents an overview of the many techniques that are part of the fundamental toolbox of the digital social scientist. Placing online methods within the wider tradition of social research, Giuseppe Veltri discusses the principles and frameworks that underlie each technique of digital research. This practical guide covers methodological issues such as dealing with different types of digital data, construct validity, representativeness and big data sampling. It looks at different forms of unobtrusive data collection methods (such as web scraping and social media mining) as well as obtrusive methods (including qualitative methods, web surveys and experiments). Special extended attention is given to computational approaches to statistical analysis, text mining and network analysis. Digital Social Research will be a welcome resource for students and researchers across the social sciences and humanities carrying out digital research (or interested in the future of social research).

Text as Data

Author : Justin Grimmer
Publisher : Princeton University Press
ISBN 13 : 0691207550
Total Pages : 360 pages
Book Rating : 4.6/5 (912 download)

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Book Synopsis Text as Data by : Justin Grimmer

Download or read book Text as Data written by Justin Grimmer and published by Princeton University Press. This book was released on 2022-03-29 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: A guide for using computational text analysis to learn about the social world From social media posts and text messages to digital government documents and archives, researchers are bombarded with a deluge of text reflecting the social world. This textual data gives unprecedented insights into fundamental questions in the social sciences, humanities, and industry. Meanwhile new machine learning tools are rapidly transforming the way science and business are conducted. Text as Data shows how to combine new sources of data, machine learning tools, and social science research design to develop and evaluate new insights. Text as Data is organized around the core tasks in research projects using text—representation, discovery, measurement, prediction, and causal inference. The authors offer a sequential, iterative, and inductive approach to research design. Each research task is presented complete with real-world applications, example methods, and a distinct style of task-focused research. Bridging many divides—computer science and social science, the qualitative and the quantitative, and industry and academia—Text as Data is an ideal resource for anyone wanting to analyze large collections of text in an era when data is abundant and computation is cheap, but the enduring challenges of social science remain. Overview of how to use text as data Research design for a world of data deluge Examples from across the social sciences and industry

Secondary Qualitative Data Analysis in the Health and Social Sciences

Author : Cheryl Tatano Beck
Publisher : Routledge
ISBN 13 : 1351581058
Total Pages : 126 pages
Book Rating : 4.3/5 (515 download)

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Book Synopsis Secondary Qualitative Data Analysis in the Health and Social Sciences by : Cheryl Tatano Beck

Download or read book Secondary Qualitative Data Analysis in the Health and Social Sciences written by Cheryl Tatano Beck and published by Routledge. This book was released on 2019-01-15 with total page 126 pages. Available in PDF, EPUB and Kindle. Book excerpt: Despite a long history in quantitative research, it is only recently that enthusiasm for secondary analysis of qualitative data has gained momentum across health and social science disciplines. Given that researchers have long known the inordinate amount of time and energy invested in conducting qualitative research, the appeal of secondary analysis of qualitative data is clear. Involving the use of an existing dataset to answer research questions that are different from those asked in the original study, this method allows researchers to once again make use of their hard-earned qualitative dataset and to listen to their participants’ voices to the best of their ability in order to improve care and promote understanding. As secondary qualitative data analysis continues to evolve, more methodological guidance is needed. This book outlines three approaches to secondary data analysis and addresses the key issues that researchers need to wrestle with, such as ethical considerations, voice, and representation. Intellectual and interpretive hazards that can jeopardize the outcome of these analyses are highlighted and discussed, as are the criteria for assessing their quality and trustworthiness. Written as a thought-provoking guide for qualitative researchers from across the health and social sciences, this text includes a review of the state of the science in nursing and a number of in-depth illustrative case studies.

Text Analytics

Author : Domenica Fioredistella Iezzi
Publisher : Springer Nature
ISBN 13 : 3030526801
Total Pages : 298 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Text Analytics by : Domenica Fioredistella Iezzi

Download or read book Text Analytics written by Domenica Fioredistella Iezzi and published by Springer Nature. This book was released on 2020-11-24 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: Focusing on methodologies, applications and challenges of textual data analysis and related fields, this book gathers selected and peer-reviewed contributions presented at the 14th International Conference on Statistical Analysis of Textual Data (JADT 2018), held in Rome, Italy, on June 12-15, 2018. Statistical analysis of textual data is a multidisciplinary field of research that has been mainly fostered by statistics, linguistics, mathematics and computer science. The respective sections of the book focus on techniques, methods and models for text analytics, dictionaries and specific languages, multilingual text analysis, and the applications of text analytics. The interdisciplinary contributions cover topics including text mining, text analytics, network text analysis, information extraction, sentiment analysis, web mining, social media analysis, corpus and quantitative linguistics, statistical and computational methods, and textual data in sociology, psychology, politics, law and marketing.

Qualitative Data Analysis

Author : Patricia Bazeley
Publisher : SAGE
ISBN 13 : 1526486520
Total Pages : 730 pages
Book Rating : 4.5/5 (264 download)

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Book Synopsis Qualitative Data Analysis by : Patricia Bazeley

Download or read book Qualitative Data Analysis written by Patricia Bazeley and published by SAGE. This book was released on 2020-10-12 with total page 730 pages. Available in PDF, EPUB and Kindle. Book excerpt: Balancing theoretical foundations with practical strategies, this book helps you develop an approach to your qualitative analysis that is both systematic and insightful. It demonstrates the importance of tying analysis into every aspect of research, from design, through data collection and management, to writing up, and provides step-by-step guidance on how to embed analysis from start to finish. Grounded in the reality of doing research, this second edition: • Presents visual and text-based methods for analysis, using manual and digital tools • Inspires confidence as you code, connect and interrogate observational, text and visual data • Showcases best practice and helps you navigate real-life dilemmas using case studies of research from across the social sciences. Together with rich online resources including videos, datasets and journal articles, this is an important new edition for all students undertaking qualitative research, with a focus on analysis and design.

The SAGE Handbook of Qualitative Data Analysis

Author : Uwe Flick
Publisher : SAGE
ISBN 13 : 1446296695
Total Pages : 665 pages
Book Rating : 4.4/5 (462 download)

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Book Synopsis The SAGE Handbook of Qualitative Data Analysis by : Uwe Flick

Download or read book The SAGE Handbook of Qualitative Data Analysis written by Uwe Flick and published by SAGE. This book was released on 2013-12-18 with total page 665 pages. Available in PDF, EPUB and Kindle. Book excerpt: The wide range of approaches to data analysis in qualitative research can seem daunting even for experienced researchers. This handbook is the first to provide a state-of-the art overview of the whole field of QDA; from general analytic strategies used in qualitative research, to approaches specific to particular types of qualitative data, including talk, text, sounds, images and virtual data. The handbook includes chapters on traditional analytic strategies such as grounded theory, content analysis, hermeneutics, phenomenology and narrative analysis, as well as coverage of newer trends like mixed methods, reanalysis and meta-analysis. Practical aspects such as sampling, transcription, working collaboratively, writing and implementation are given close attention, as are theory and theorization, reflexivity, and ethics. Written by a team of experts in qualitative research from around the world, this handbook is an essential compendium for all qualitative researchers and students across the social sciences.

Analyzing Qualitative Data

Author : H. Russell Bernard
Publisher : SAGE Publications
ISBN 13 : 1483347117
Total Pages : 577 pages
Book Rating : 4.4/5 (833 download)

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Book Synopsis Analyzing Qualitative Data by : H. Russell Bernard

Download or read book Analyzing Qualitative Data written by H. Russell Bernard and published by SAGE Publications. This book was released on 2016-06-23 with total page 577 pages. Available in PDF, EPUB and Kindle. Book excerpt: The fully updated Second Edition of Analyzing Qualitative Data: Systematic Approaches by H. Russell Bernard, Amber Wutich, and Gery W. Ryan presents systematic methods for analyzing qualitative data with clear and easy-to-understand steps. The first half is an overview of the basics, from choosing a topic to collecting data, and coding to finding themes, while the second half covers different methods of analysis, including grounded theory, content analysis, analytic induction, semantic network analysis, ethnographic decision modeling, and more. Real examples drawn from social science and health literature along with carefully crafted, hands-on exercises at the end of each chapter allow readers to master key techniques and apply them to their own disciplines.

Computer-Aided Qualitative Data Analysis

Author : Udo Kelle
Publisher : SAGE
ISBN 13 : 9781446224908
Total Pages : 246 pages
Book Rating : 4.2/5 (249 download)

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Book Synopsis Computer-Aided Qualitative Data Analysis by : Udo Kelle

Download or read book Computer-Aided Qualitative Data Analysis written by Udo Kelle and published by SAGE. This book was released on 1995-07-20 with total page 246 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computer-Aided Qualitative Data Analysis offers an invaluable guide to the rapidly developing arena of research practice. It will be essential reading for researchers and graduate students across the social sciences who are engaged in qualitative research.

Text Mining

Author : Gabe Ignatow
Publisher :
ISBN 13 : 9781544365312
Total Pages : 208 pages
Book Rating : 4.3/5 (653 download)

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Book Synopsis Text Mining by : Gabe Ignatow

Download or read book Text Mining written by Gabe Ignatow and published by . This book was released on 2016 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Qualitative Content Analysis

Author : Philipp Mayring
Publisher : SAGE
ISBN 13 : 1529765900
Total Pages : 160 pages
Book Rating : 4.5/5 (297 download)

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Book Synopsis Qualitative Content Analysis by : Philipp Mayring

Download or read book Qualitative Content Analysis written by Philipp Mayring and published by SAGE. This book was released on 2021-11-03 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt: In eight clear-cut steps, this book provides a systematic introduction to qualitative content analysis and how you can use it in each stage of your research project, no matter the type or amount of data. Developed by a leading expert in the field and based on years of teaching experience, this book offers an essential framework for interpreting qualitative data for any social sciences student or researcher. To support you in choosing the best approach for your research, this book includes: · Examples of how QCA can be applied to various research processes · An introduction to text analysis and its different approaches · Discussions of how to use QCA software to benefit your research · An online how-to manual to help you get the most out of QCAmap software. It also introduces the process of scientific research, and integrates qualitative and quantitative analysis into the step-by-step approach.

Qualitative Analysis

Author : Margaretha Järvinen
Publisher : SAGE
ISBN 13 : 1529713242
Total Pages : 411 pages
Book Rating : 4.5/5 (297 download)

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Book Synopsis Qualitative Analysis by : Margaretha Järvinen

Download or read book Qualitative Analysis written by Margaretha Järvinen and published by SAGE. This book was released on 2020-02-06 with total page 411 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introducing eight analytical approaches that are key to successful social science research, this book helps you get to grips with theory and apply it to qualitative analysis. With two ‘matched chapters’ dedicated to each approach, it provides a balance between theory and analytical method. The first chapter grounds the approach in theory and the second uses real-world examples to show how to conduct your own analysis using the approach. Drawing on the contributing authors’ wealth of experience, the book: · Highlights how analysis relates to the entire research process and helps you position your analysis within the larger context of your research · Provides a strong, theoretical foundation for building good qualitative analysis · Guides you through translating theory into real-world practice in your own research Detailed, clear and accessible, this book is perfect for students who want to understand the theory behind qualitative analysis before conducting their own research, or develop their understanding of specific approaches.

Text Analysis for the Social Sciences

Author : Carl W. Roberts
Publisher : Routledge
ISBN 13 : 1000149242
Total Pages : 299 pages
Book Rating : 4.0/5 (1 download)

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Book Synopsis Text Analysis for the Social Sciences by : Carl W. Roberts

Download or read book Text Analysis for the Social Sciences written by Carl W. Roberts and published by Routledge. This book was released on 2020-07-24 with total page 299 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides descriptions and illustrations of cutting-edge text analysis methods for communication and marketing research; cultural, historical-comparative, and event analysis; curriculum evaluation; psychological diagnosis; language development research; and for any research in which statistical inferences are drawn from samples of texts. Although the book is accessible to readers having no experience with content analysis, the text analysis expert will find substantial new material in its pages. In particular, this collection describes developments in semantic and network text analysis methodologies that heretofore have been accessible only among a smattering of methodology journals. The book's international and cross-disciplinary content illustrates the breadth of quantitative text analysis applications. These applications demonstrate the methods' utility for international research, as well as for practitioners from the fields of sociology, political science, journalism/communication, computer science, marketing, education, and English. This is an "ecumenical" collection that contains applications not only of the most recent semantic and network text analysis methods, but also of the more traditional thematic method of text analysis. In fact, it is originally with this volume that these two "relational" approaches to text analysis are defined and contrasted with more traditional "thematic" text analysis methods. The emphasis here is on application. The book's chapters provide guidance regarding the sorts of inferences that each method affords, and up-to-date descriptions of the human and technological resources required to apply the methods. Its purpose is as a resource for making quantitative text analysis methods more accessible to social science researchers.