Social Media As Social Science Data

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Social Media as Social Science Data

Author : Steven Lloyd Wilson
Publisher :
ISBN 13 : 9781108677561
Total Pages : 0 pages
Book Rating : 4.6/5 (775 download)

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Book Synopsis Social Media as Social Science Data by : Steven Lloyd Wilson

Download or read book Social Media as Social Science Data written by Steven Lloyd Wilson and published by . This book was released on 2022 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Social media has put mass communication in the hands of normal people on an unprecedented scale, and has also given social scientists the tools necessary to listen to the voices of everyday people around the world. This book gives social scientists the skills necessary to leverage that opportunity and transform social media's vast stream of information into social science data. The book combines the big data techniques of computer science with social science methodology. Intended as a text for advanced undergraduates, graduate students, and researchers in the social sciences, this book provides a methodological pathway for scholars who want to make use of this new and evolving source of data. It provides a framework for building one's own data collection and analysis infrastructure, a toolkit of content analysis, geographic analysis, and network analysis, and meditations on the ethical implications of social media data"--

The SAGE Handbook of Social Media Research Methods

Author : Luke Sloan
Publisher : SAGE
ISBN 13 : 1473987210
Total Pages : 709 pages
Book Rating : 4.4/5 (739 download)

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Book Synopsis The SAGE Handbook of Social Media Research Methods by : Luke Sloan

Download or read book The SAGE Handbook of Social Media Research Methods written by Luke Sloan and published by SAGE. This book was released on 2017-01-26 with total page 709 pages. Available in PDF, EPUB and Kindle. Book excerpt: With coverage of the entire research process in social media, data collection and analysis on specific platforms, and innovative developments in the field, this handbook is the ultimate resource for those looking to tackle the challenges that come with doing research in this sphere.

Research Exposed

Author : Eszter Hargittai
Publisher : Columbia University Press
ISBN 13 : 0231548001
Total Pages : 478 pages
Book Rating : 4.2/5 (315 download)

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Book Synopsis Research Exposed by : Eszter Hargittai

Download or read book Research Exposed written by Eszter Hargittai and published by Columbia University Press. This book was released on 2020-12-15 with total page 478 pages. Available in PDF, EPUB and Kindle. Book excerpt: The era of digital communication provides endless opportunities for the collection and analysis of social data in novel ways. It also presents new and unanticipated challenges, as researchers are often inventing elements of their methodologies on the fly or studying a phenomenon or media platform for the first time. Research Exposed offers in-depth, behind-the-scenes accounts of doing empirical social science in this new paradigm. Through firsthand descriptions of innovative research projects, it shares lessons learned from over a dozen scholars’ cutting-edge work. These candid accounts describe what can go wrong when pioneering new genres of research and how such difficulties can be overcome, giving both big-picture reflection and actionable advice. The chapters discuss a variety of methods, ranging from the completely novel to the use of more traditional approaches in the digital context, and cover research questions relevant to a range of disciplines, including sociology, political science, communication, information studies, and anthropology. By focusing attention on the concrete details seldom discussed in final project write-ups or traditional research guides, Research Exposed helps equip junior and senior scholars alike with essential information that is all too often left with no outlet for sharing. It offers important insights into how empirical social science research can be both innovative and rigorous when dealing with the opportunities and challenges presented by digital media.

Social Media as Social Science Data

Author : Steven Lloyd Wilson
Publisher : Cambridge University Press
ISBN 13 : 1108755577
Total Pages : 185 pages
Book Rating : 4.1/5 (87 download)

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Book Synopsis Social Media as Social Science Data by : Steven Lloyd Wilson

Download or read book Social Media as Social Science Data written by Steven Lloyd Wilson and published by Cambridge University Press. This book was released on 2022-11-17 with total page 185 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social media has put mass communication in the hands of normal people on an unprecedented scale, and has also given social scientists the tools necessary to listen to the voices of everyday people around the world. This book gives social scientists the skills necessary to leverage that opportunity, and transform social media's vast stream of information into social science data. The book combines the big data techniques of computer science with social science methodology. Intended as a text for advanced undergraduates, graduate students, and researchers in the social sciences, this book provides a methodological pathway for scholars who want to make use of this new and evolving source of data. It provides a framework for building one's own data collection and analysis infrastructure, a toolkit of content analysis, geographic analysis, and network analysis, and meditations on the ethical implications of social media data.

Web Social Science

Author : Robert Ackland
Publisher : SAGE
ISBN 13 : 1446283119
Total Pages : 258 pages
Book Rating : 4.4/5 (462 download)

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Book Synopsis Web Social Science by : Robert Ackland

Download or read book Web Social Science written by Robert Ackland and published by SAGE. This book was released on 2013-06-17 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: Although written simply enough to be accessible to undergraduates, accomplished scholars are likely to appreciate it too. Reading it taught me quite a lot about a subject I thought I knew rather well. - Paul Vogt, Illinois State University "This book brings the art and science of building and applying innovative online research tools to students and faculty across the social sciences." - William H. Dutton, University of Oxford A comprehensive guide to the theory and practice of web Social Science. This book demonstrates how the web is being used to collect social research data, such as online surveys and interviews, as well as digital trace data from social media environments, such as Facebook and Twitter. It also illuminates how the advent of the web has led to traditional social science concepts and approaches being combined with those from other scientific disciplines, leading to new insights into social, political and economic behaviour. Situating social sciences in the digital age, this book aids: understanding of the fundamental changes to society, politics and the economy that have resulted from the advent of the web choice of appropriate data, tools and research methods for conducting research using web data learning how web data are providing new insights into long-standing social science research questions appreciation of how social science can facilitate an understanding of life in the digital age It is ideal for students and researchers across the social sciences, as well as those from information science, computer science and engineering who want to learn about how social scientists are thinking about and researching the web.

Social Media and Democracy

Author : Nathaniel Persily
Publisher : Cambridge University Press
ISBN 13 : 1108835554
Total Pages : 365 pages
Book Rating : 4.1/5 (88 download)

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Book Synopsis Social Media and Democracy by : Nathaniel Persily

Download or read book Social Media and Democracy written by Nathaniel Persily and published by Cambridge University Press. This book was released on 2020-09-03 with total page 365 pages. Available in PDF, EPUB and Kindle. Book excerpt: A state-of-the-art account of what we know and do not know about the effects of digital technology on democracy.

The SAGE Handbook of Social Media Research Methods

Author : Luke Sloan
Publisher : SAGE
ISBN 13 : 1473987970
Total Pages : 992 pages
Book Rating : 4.4/5 (739 download)

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Book Synopsis The SAGE Handbook of Social Media Research Methods by : Luke Sloan

Download or read book The SAGE Handbook of Social Media Research Methods written by Luke Sloan and published by SAGE. This book was released on 2017-01-28 with total page 992 pages. Available in PDF, EPUB and Kindle. Book excerpt: The SAGE Handbook of Social Media Research Methods offers a step-by-step guide to overcoming the challenges inherent in research projects that deal with ‘big and broad data’, from the formulation of research questions through to the interpretation of findings. The handbook includes chapters on specific social media platforms such as Twitter, Sina Weibo and Instagram, as well as a series of critical chapters. The holistic approach is organised into the following sections: Conceptualising & Designing Social Media Research Collection & Storage Qualitative Approaches to Social Media Data Quantitative Approaches to Social Media Data Diverse Approaches to Social Media Data Analytical Tools Social Media Platforms This handbook is the single most comprehensive resource for any scholar or graduate student embarking on a social media project.

Decoding the Social World

Author : Sandra Gonzalez-Bailon
Publisher : MIT Press
ISBN 13 : 0262343460
Total Pages : 257 pages
Book Rating : 4.2/5 (623 download)

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Book Synopsis Decoding the Social World by : Sandra Gonzalez-Bailon

Download or read book Decoding the Social World written by Sandra Gonzalez-Bailon and published by MIT Press. This book was released on 2017-12-22 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: How data science and the analysis of networks help us solve the puzzle of unintended consequences. Social life is full of paradoxes. Our intentional actions often trigger outcomes that we did not intend or even envision. How do we explain those unintended effects and what can we do to regulate them? In Decoding the Social World, Sandra González-Bailón explains how data science and digital traces help us solve the puzzle of unintended consequences—offering the solution to a social paradox that has intrigued thinkers for centuries. Communication has always been the force that makes a collection of people more than the sum of individuals, but only now can we explain why: digital technologies have made it possible to parse the information we generate by being social in new, imaginative ways. And yet we must look at that data, González-Bailón argues, through the lens of theories that capture the nature of social life. The technologies we use, in the end, are also a manifestation of the social world we inhabit. González-Bailón discusses how the unpredictability of social life relates to communication networks, social influence, and the unintended effects that derive from individual decisions. She describes how communication generates social dynamics in aggregate (leading to episodes of “collective effervescence”) and discusses the mechanisms that underlie large-scale diffusion, when information and behavior spread “like wildfire.” She applies the theory of networks to illuminate why collective outcomes can differ drastically even when they arise from the same individual actions. By opening the black box of unintended effects, González-Bailón identifies strategies for social intervention and discusses the policy implications—and how data science and evidence-based research embolden critical thinking in a world that is constantly changing.

Maximizing Social Science Research Through Publicly Accessible Data Sets

Author : Perry, S. Marshall
Publisher : IGI Global
ISBN 13 : 1522536175
Total Pages : 349 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Maximizing Social Science Research Through Publicly Accessible Data Sets by : Perry, S. Marshall

Download or read book Maximizing Social Science Research Through Publicly Accessible Data Sets written by Perry, S. Marshall and published by IGI Global. This book was released on 2017-10-31 with total page 349 pages. Available in PDF, EPUB and Kindle. Book excerpt: Making research in all fields of study readily available is imperative in order to circulate new information and upcoming trends. This is possible through the efficient utilization of collections of information. Maximizing Social Science Research Through Publicly Accessible Data Sets is an essential reference source for the latest academic perspectives on a wide range of methodologies and large data sets with the purpose of enhancing research in the areas of human society and social relationships. Featuring coverage on a broad range of topics such as student achievement, teacher efficacy, and instructional leadership, this book is ideally designed for academicians, researchers, and practitioners seeking material on the availability and distribution methods of research content.

Analyzing Social Science Data

Author : D. A. De Vaus
Publisher : SAGE
ISBN 13 : 9780761959380
Total Pages : 436 pages
Book Rating : 4.9/5 (593 download)

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Book Synopsis Analyzing Social Science Data by : D. A. De Vaus

Download or read book Analyzing Social Science Data written by D. A. De Vaus and published by SAGE. This book was released on 2002-09-17 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt: Abridged Contents PART ONE: HOW TO PREPARE DATA FOR ANALYSIS\PART TWO: HOW TO PREPARE VARIABLE FOR ANALYSIS\PART THREE: HOW TO REDUCE THE AMOUNT OF DATA TO ANALYZE\PART FOUR: HOW AND WHEN TO GENERALIZE\PART FIVE: HOW TO ANALYZE A SINGLE VARIABLE\PART SIX: HOW TO ANALYZE TWO VARIABLES\PART SEVEN: HOW TO CARRY OUT MULTIVARIATE ANALYSIS

Data Science and Social Research

Author : N. Carlo Lauro
Publisher : Springer
ISBN 13 : 3319554778
Total Pages : 292 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Data Science and Social Research by : N. Carlo Lauro

Download or read book Data Science and Social Research written by N. Carlo Lauro and published by Springer. This book was released on 2017-11-17 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited volume lays the groundwork for Social Data Science, addressing epistemological issues, methods, technologies, software and applications of data science in the social sciences. It presents data science techniques for the collection, analysis and use of both online and offline new (big) data in social research and related applications. Among others, the individual contributions cover topics like social media, learning analytics, clustering, statistical literacy, recurrence analysis and network analysis. Data science is a multidisciplinary approach based mainly on the methods of statistics and computer science, and its aim is to develop appropriate methodologies for forecasting and decision-making in response to an increasingly complex reality often characterized by large amounts of data (big data) of various types (numeric, ordinal and nominal variables, symbolic data, texts, images, data streams, multi-way data, social networks etc.) and from diverse sources. This book presents selected papers from the international conference on Data Science & Social Research, held in Naples, Italy in February 2016, and will appeal to researchers in the social sciences working in academia as well as in statistical institutes and offices.

Big Data Research for Social Sciences and Social Impact

Author : Miltiadis D. Lytras
Publisher : MDPI
ISBN 13 : 3039282204
Total Pages : 416 pages
Book Rating : 4.0/5 (392 download)

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Book Synopsis Big Data Research for Social Sciences and Social Impact by : Miltiadis D. Lytras

Download or read book Big Data Research for Social Sciences and Social Impact written by Miltiadis D. Lytras and published by MDPI. This book was released on 2020-03-19 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: A new era of innovation is enabled by the integration of social sciences and information systems research. In this context, the adoption of Big Data and analytics technology brings new insight to the social sciences. It also delivers new, flexible responses to crucial social problems and challenges. We are proud to deliver this edited volume on the social impact of big data research. It is one of the first initiatives worldwide analyzing of the impact of this kind of research on individuals and social issues. The organization of the relevant debate is arranged around three pillars: Section A: Big Data Research for Social Impact: • Big Data and Their Social Impact; • (Smart) Citizens from Data Providers to Decision-Makers; • Towards Sustainable Development of Online Communities; • Sentiment from Online Social Networks; • Big Data for Innovation. Section B. Techniques and Methods for Big Data driven research for Social Sciences and Social Impact: • Opinion Mining on Social Media; • Sentiment Analysis of User Preferences; • Sustainable Urban Communities; • Gender Based Check-In Behavior by Using Social Media Big Data; • Web Data-Mining Techniques; • Semantic Network Analysis of Legacy News Media Perception. Section C. Big Data Research Strategies: • Skill Needs for Early Career Researchers—A Text Mining Approach; • Pattern Recognition through Bibliometric Analysis; • Assessing an Organization’s Readiness to Adopt Big Data; • Machine Learning for Predicting Performance; • Analyzing Online Reviews Using Text Mining; • Context–Problem Network and Quantitative Method of Patent Analysis. Complementary social and technological factors including: • Big Social Networks on Sustainable Economic Development; Business Intelligence.

Quantitative Social Science Data with R

Author : Brian J. Fogarty
Publisher : SAGE
ISBN 13 : 1526459728
Total Pages : 462 pages
Book Rating : 4.5/5 (264 download)

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Book Synopsis Quantitative Social Science Data with R by : Brian J. Fogarty

Download or read book Quantitative Social Science Data with R written by Brian J. Fogarty and published by SAGE. This book was released on 2018-11-24 with total page 462 pages. Available in PDF, EPUB and Kindle. Book excerpt: "One of the few books that provide an accessible introduction to quantitative data analysis with R. A particular strength of the text is the focus on ′real world′ examples which help students to understand why they are learning these methods." - Dr Roxanne Connelly, University of York Relevant, engaging, and packed with student-focused learning features, this book provides the step-by-step introduction to quantitative research and data every student needs. Gradually introducing applied statistics and R, it uses examples from across the social sciences to show you how to apply abstract statistical and methodological principles to your own work. At a student-friendly pace, it enables you to: - Understand and use quantitative data to answer questions - Approach surrounding ethical issues - Collect quantitative data - Manage, write about, and share the data effectively Supported by incredible digital resources with online tutorials, videos, datasets, and multiple choice questions, this book gives you not only the tools you need to understand statistics, quantitative data, and R software, but also the chance to practice and apply what you have learned.

Big Data and Social Science

Author : Ian Foster
Publisher : CRC Press
ISBN 13 : 1498751431
Total Pages : 493 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis Big Data and Social Science by : Ian Foster

Download or read book Big Data and Social Science written by Ian Foster and published by CRC Press. This book was released on 2016-08-10 with total page 493 pages. Available in PDF, EPUB and Kindle. Book excerpt: Both Traditional Students and Working Professionals Acquire the Skills to Analyze Social Problems. Big Data and Social Science: A Practical Guide to Methods and Tools shows how to apply data science to real-world problems in both research and the practice. The book provides practical guidance on combining methods and tools from computer science, statistics, and social science. This concrete approach is illustrated throughout using an important national problem, the quantitative study of innovation. The text draws on the expertise of prominent leaders in statistics, the social sciences, data science, and computer science to teach students how to use modern social science research principles as well as the best analytical and computational tools. It uses a real-world challenge to introduce how these tools are used to identify and capture appropriate data, apply data science models and tools to that data, and recognize and respond to data errors and limitations. For more information, including sample chapters and news, please visit the author's website.

Qualitative Research Using Social Media

Author : Gwen Bouvier
Publisher : Routledge
ISBN 13 : 1000555283
Total Pages : 237 pages
Book Rating : 4.0/5 (5 download)

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Book Synopsis Qualitative Research Using Social Media by : Gwen Bouvier

Download or read book Qualitative Research Using Social Media written by Gwen Bouvier and published by Routledge. This book was released on 2022-03-28 with total page 237 pages. Available in PDF, EPUB and Kindle. Book excerpt: Do you want to study influencers? Opinions and comments on a set of posts? Look at collections of photos or videos on Instagram? Qualitative Research Using Social Media guides the reader in what different kinds of qualitative research can be applied to social media data. It introduces students, as well as those who are new to the field, to developing and carrying out concrete research projects. The book takes the reader through the stages of choosing data, formulating a research question, and choosing and applying method(s). Written in a clear and accessible manner with current social media examples throughout, the book provides a step-by-step overview of a range of qualitative methods. These are presented in clear ways to show how to analyze many different types of social media content, including language and visual content such as memes, gifs, photographs, and film clips. Methods examined include critical discourse analysis, content analysis, multimodal analysis, ethnography, and focus groups. Most importantly, the chapters and examples show how to ask the kinds of questions that are relevant for us at this present point in our societies, where social media is highly integrated into how we live. Social media is used for political communication, social activism, as well as commercial activities and mundane everyday things, and it can transform how all these are accomplished and even what they mean. Drawing on examples from Twitter, Instagram, YouTube, TikTok, Facebook, Snapchat, Reddit, Weibo, and others, this book will be suitable for undergraduate students studying social media research courses in media and communications, as well as other humanities such as linguistics and social science-based degrees.

Bit by Bit

Author : Matthew J. Salganik
Publisher : Princeton University Press
ISBN 13 : 0691196109
Total Pages : 448 pages
Book Rating : 4.6/5 (911 download)

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Book Synopsis Bit by Bit by : Matthew J. Salganik

Download or read book Bit by Bit written by Matthew J. Salganik and published by Princeton University Press. This book was released on 2019-08-06 with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt: This essential guide to doing social research in this fast-evolving digital age explains how the digital revolution is transforming the way social scientists observe behavior, ask questions, run experiments, and engage in mass collaborations.

Designing the Social

Author : Harry T. Dyer
Publisher : Springer Nature
ISBN 13 : 9811557160
Total Pages : 177 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Designing the Social by : Harry T. Dyer

Download or read book Designing the Social written by Harry T. Dyer and published by Springer Nature. This book was released on 2020-06-11 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book uses data collected from in-depth interviews with young people over the course of a year to explore the complex role of social media in their lives, and the part it plays in shaping how they understand and present their identity to a broad public on a wide array of platforms. Using this data, the book proposes and develops a new theoretical framework for understanding identity performances. Comic Theory, detailed in this book, centres on a consideration of the role of social media design in shaping identity, and explores the ways in which socio-culturally grounded users engage in acts of compromise, novelty, and negotiation with social media designs and digital technologies to produce unique identity performances. Positioned within the field of educational research, this book overtly challenges assumptions and myths about the internet as a neutral source of knowledge, instead exploring the way in which designs and technologies shape who we interact with and how we understand what it is to be social. Moving beyond the over-used ‘digital natives’ paradigm, this book makes a clear case that educators and education researchers need to move beyond a focus on coding and digital skills alone, highlighting the pressing need to take explicit account of the overlaps between digital technology, culture, and education.