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Computationally Analyzing Social Media Text for Topics: A Primer for Advertising Researchers
12 references·5 citing·42 second hop
Computationally Analyzing Social Media Text for Topics: A Primer for Advertising Researchers (2019)Computationally Analyzing Social Media Te…The Coding Manual for Qualitative Researchers (2025)The Coding Manual for Qualita…An overview of content analysis (2020)An overview of content analys…quanteda: An R package for the quantitative analysis of textual data (2018)quanteda: An R package for th…Automated Text Analysis for Consumer Research (2017)Automated Text Analysis for C…A Structured Analysis of Unstructured Big Data by Leveraging Cloud Computing (2016)A Structured Analysis of Unst…Taking Stock of the Toolkit (2015)Taking Stock of the ToolkitSocial media analytics: a survey of techniques, tools and platforms (2014)Social media analytics: a sur…Practical Text Mining and Statistical Analysis for Non-structured Text Data Applications (2012)Practical Text Mining and Sta…Empirical study of topic modeling in Twitter (2010)Empirical study of topic mode…Understanding interobserver agreement: the kappa statistic. (2005)Understanding interobserver a…An Overview of Content Analysis (2003)An Overview of Content Analys…Content Analysis: An Introduction to its Methodology. (1984)Content Analysis: An Introduc…Integrating Human Insights Into Text Analysis: Semi-Supervised Topic Modeling of Emerging Food-Technology Businesses’ Brand Communication on Social Media (2023)Integrating Human Insights In…The evolution of advertising research through four decades: a computational analysis of themes, topics and methods (2022)The evolution of advertising …Analytics of social media data – State of characteristics and application (2022)Analytics of social media dat…Using a Machine Learning Methodology to Analyze Reddit Posts regarding Child Feeding Information (2021)Using a Machine Learning Meth…How implicit self-theories and dual-brand personalities enhance word-of-mouth (2021)How implicit self-theories an…A Coefficient of Agreement for Nominal Scales (1960)Weighted kappa: Nominal scale agreement provision for scaled disagreement or partial credit. 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(1988)Basics of qualitative research : techniques and procedures for developing grounded theory (1998)Topic Modeling in Management Research: Rendering New Theory from Textual Data (2019)Uniting the Tribes: Using Text for Marketing Insight (2019)Setting the future of digital and social media marketing research: Perspectives and research propositions (2020)Extracting Policy Positions from Political Texts Using Words as Data (2003)Text Mining Infrastructure in R (2008)tidytext: Text Mining and Analysis Using Tidy Data Principles in R (2016)No Longer Lost in Translation: Evidence that Google Translate Works for Comparative Bag-of-Words Text Applications (2018)stm : An R Package for Structural Topic Models (2019)Politicization and Polarization in COVID-19 News Coverage (2020)Handbook of Qualitative Research (1994)CORPORATE SOCIAL RESPONSIBILITY REPORTS: A THEMATIC ANALYSIS RELATED TO SUPPLY CHAIN MANAGEMENT (2009)Stakeholder management studies in mega construction projects: A review and future directions (2014)Digital transformation challenges: strategies emerging from a multi-stakeholder approach (2020)Twitter sentiment analysis: Capturing sentiment from integrated resort tweets (2016)Topic Modeling as a Strategy of Inquiry in Organizational Research: A Tutorial With an Application Example on Organizational Culture (2018)The application of text mining methods in innovation research: current state, evolution patterns, and development priorities (2020)Using the framework method for the analysis of qualitative data in multi-disciplinary health research (2013)The global landscape of AI ethics guidelines (2019)Conceptual and design thinking for thematic analysis. (2021)The qualitative content analysis process (2008)Qualitative Content Analysis (2014)QUALITATIVE RESEARCH METHODOLOGY IN SOCIAL SCIENCES AND RELATED SUBJECTS (2018)Comparing Twitter and Traditional Media Using Topic Models (2011)Is the Sample Good Enough? Comparing Data from Twitter's Streaming API with Twitter's Firehose (2021)A Topic Modeling Comparison Between LDA, NMF, Top2Vec, and BERTopic to Demystify Twitter Posts (2022)Qualitative content analysis in nursing research: concepts, procedures and measures to achieve trustworthiness (2003)Three Approaches to Qualitative Content Analysis (2005)
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References

  • 1984Content Analysis: An Introduction to its Methodology.24,312 cited
  • 2025The Coding Manual for Qualitative Researchers19,147 cited
  • 2005Understanding interobserver agreement: the kappa statistic.7,009 cited
  • 2020An overview of content analysis2,815 cited
  • 2018quanteda: An R package for the quantitative analysis of textual data1,342 cited
  • 2010Empirical study of topic modeling in Twitter1,145 cited
  • 2003An Overview of Content Analysis724 cited
  • 2014Social media analytics: a survey of techniques, tools and platforms705 cited
  • 2017Automated Text Analysis for Consumer Research635 cited
  • 2012Practical Text Mining and Statistical Analysis for Non-structured Text Data Applications565 cited
  • 2015Taking Stock of the Toolkit212 cited
  • 2016A Structured Analysis of Unstructured Big Data by Leveraging Cloud Computing184 cited

Cited by

  • 2022Analytics of social media data – State of characteristics and application150 cited
  • 2021How implicit self-theories and dual-brand personalities enhance word-of-mouth16 cited
  • 2023Integrating Human Insights Into Text Analysis: Semi-Supervised Topic Modeling of Emerging Food-Technology Businesses’ Brand Communication on Social Media

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11 cited
  • 2022The evolution of advertising research through four decades: a computational analysis of themes, topics and methods11 cited
  • 2021Using a Machine Learning Methodology to Analyze Reddit Posts regarding Child Feeding Information2 cited