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pyResearchInsights—An open‐source Python package for scientific text analysis
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pyResearchInsights—An open‐source Python package for scientific text analysis (2021)pyResearchInsights—An open‐source Python …Trends in ecology: shifts in ecological research themes over the past four decades (2019)Trends in ecology: shifts in …An automated approach to identifying search terms for systematic reviews using keyword co‐occurrence networks (2019)An automated approach to iden…quanteda: An R package for the quantitative analysis of textual data (2018)quanteda: An R package for th…Using machine learning to disentangle homonyms in large text corpora (2017)Using machine learning to dis…Automated content analysis: addressing the big literature challenge in ecology and evolution (2016)Automated content analysis: a…Taking Stock of the Toolkit (2015)Taking Stock of the ToolkitRcmdrPlugin.temis: Graphical Integrated Text Mining Solution (2013)RcmdrPlugin.temis: Graphical …Use of an automatic content analysis tool: A technique for seeing both local and global scope (2008)Use of an automatic content a…Text Mining Infrastructure in R (2008)Text Mining Infrastructure in…Evaluation of unsupervised semantic mapping of natural language with Leximancer concept mapping (2006)Evaluation of unsupervised se…The Measurement of Meaning (1957)Telling more than we can know: Verbal reports on mental processes. (1977)Content Analysis: An Introduction to its Methodology. (1984)A Bibliometric Review of Open Innovation: Setting a Research Agenda (2016)Emergency remote teaching in higher education: mapping the first global online semester (2021)Content Analysis in Communication Research. (1952)Learning How to Learn (1984)Basic Content Analysis (1990)Social media in qualitative research: Challenges and recommendations (2017)Main gamification concepts: A systematic mapping study (2019)The Psychological Meaning of Words: LIWC and Computerized Text Analysis Methods (2009)When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks (2011)Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts (2013)From Newsworthiness to Shareworthiness (2016)Shifting the refugee narrative? An automated frame analysis of Europe’s 2015 refugee crisis (2017)Brand Communication in Social Media: A Research Agenda (2019)Untangling text data mining (1999)Bioconductor: open software development for computational biology and bioinformatics (2004)Long-term reduction in implicit race bias: A prejudice habit-breaking intervention (2012)stm : An R Package for Structural Topic Models (2019)Research Weaving: Visualizing the Future of Research Synthesis (2018)The Handbook of Research Synthesis and Meta-Analysis (2019)A content analysis of Chinese news coverage on COVID-19 and tourism (2020)The Science of Literature Reviews: Searching, Identifying, Selecting, and Synthesising (2023)The text mining handbook: advanced approaches in analyzing unstructured data (2007)Systematic reviews: CRD's guidance for undertaking reviews in health care (2010)Data-intensive applications, challenges, techniques and technologies: A survey on Big Data (2014)Systematic reviews and maps as tools for applying behavioral ecology to management and policy (2018)Using machine learning to advance synthesis and use of conservation and environmental evidence (2018)REVISE: A Tool for Measuring and Mitigating Bias in Visual Datasets (2022)Extracting Policy Positions from Political Texts Using Words as Data (2003)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)Politicization and Polarization in COVID-19 News Coverage (2020)Is Corporate Responsibility Converging? A Comparison of Corporate Responsibility Reporting in the USA, UK, Australia, and Germany (2008)Evolution of interdisciplinarity in biodiversity science (2019)Water research in support of the Sustainable Development Goal 6: A case study in Belgium (2020)Trends in ecology and conservation over eight decades (2021)Primary, Secondary, and Meta-Analysis of Research (1976)Meta-analysis of psychotherapy outcome studies. (1977)Handbook of Meta-analysis in Ecology and Evolution (2013)revtools: An R package to support article screening for evidence synthesis (2019)A practical guide to question formation, systematic searching and study screening for literature reviews in ecology and evolution (2021)Bias and Unfairness in Machine Learning Models: A Systematic Review on Datasets, Tools, Fairness Metrics, and Identification and Mitigation Methods (2023)RcmdrPlugin.temis, a Graphical Integrated Text Mining Solution in R (2013)
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References

  • 2018quanteda: An R package for the quantitative analysis of textual data1,342 cited
  • 2008Text Mining Infrastructure in R1,258 cited
  • 2006Evaluation of unsupervised semantic mapping of natural language with Leximancer concept mapping1,205 cited
  • 2019An automated approach to identifying search terms for systematic reviews using keyword co‐occurrence networks380 cited
  • 2015Taking Stock of the Toolkit212 cited
  • 2016Automated content analysis: addressing the big literature challenge in ecology and evolution186 cited
  • 2019Trends in ecology: shifts in ecological research themes over the past four decades153 cited
  • 2008Use of an automatic content analysis tool: A technique for seeing both local and global scope76 cited
  • 2017Using machine learning to disentangle homonyms in large text corpora46 cited
  • 2013RcmdrPlugin.temis: Graphical Integrated Text Mining Solution5 cited

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