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Methods for Classifying Nonprofit Organizations According to their Field of Activity: A Report on Semi-automated Methods Based on Text
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Methods for Classifying Nonprofit Organizations According to their Field of Activity: A Report on Semi-automated Methods Based on Text (2019)Methods for Classifying Nonprofit Organiz…Text as Data (2019)Text as DataText Mining in Practice with R (2017)Text Mining in Practice with RNatural Language Processing in Accounting, Auditing and Finance: A Synthesis of the Literature with a Roadmap for Future Research (2016)Natural Language Processing i…Leveraging computational methods for nonprofit social media research: a systematic review and methodological framework (2024)Leveraging computational meth…Identifying essential nonprofits with a novel NLP Method (2022)Identifying essential nonprof…Identifying Nonprofits by Scaling Mission and Activity with Word Embedding (2021)Identifying Nonprofits by Sca…Computational Social Science for Nonprofit Studies: Developing a Toolbox and Knowledge Base for the Field (2021)Computational Social Science …Giving Content to Investor Sentiment: The Role of Media in the Stock Market (2007)Twitter mood predicts the stock market (2011)When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks (2011)Decision support from financial disclosures with deep neural networks and transfer learning (2017)Stock price prediction using DEEP learning algorithm and its comparison with machine learning algorithms (2019)Machine Learning for Financial Risk Management: A Survey (2020)Measuring Economic Policy Uncertainty* (2016)Random forests for global sensitivity analysis: A selective review (2020)Climate Change Concerns and the Performance of Green vs. Brown Stocks (2022)Dissecting climate risks: Are they reflected in stock prices? (2023)Mapping the Margins: Intersectionality, Identity Politics, and Violence against Women of Color (1991)Word embeddings quantify 100 years of gender and ethnic stereotypes (2018)RoBERTa: A Robustly Optimized BERT Pretraining Approach (2019)Word embedding for social sciences: an interdisciplinary survey (2024)Computational Social Science (2009)Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts (2013)1,500 scientists lift the lid on reproducibility (2016)Disciplinary Contributions to Nonprofit Studies: A 20-Year Empirical Mapping of Journals Publishing Nonprofit Research and Journal Citations by Nonprofit Scholars (2022)Consensus Formation in Nonprofit and Philanthropic Studies: Networks, Reputation, and Gender (2023)Mapping philanthropic support of science (2024)The private provision of a public good is independent of the distribution of income (1983)Developing mission statements which work (1996)Automated Coding Using Machine Learning and Remapping the U.S. Nonprofit Sector: A Guide and Benchmark (2020)Machine learning in public administration research: review and prospects (2026)Cochrane Handbook for Systematic Reviews of Interventions (2008)Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement (2009)Users of the world, unite! The challenges and opportunities of Social Media (2009)Simulating social perception with large language models: perceptions of China’s common prosperity (2025)Is Research Safe in the AI Revolution? LLMs Fall Short of Expert Benchmarks in Scientific Evidence Evaluation (2026)Rolling Memory: A New Approach to Annotation with Generative LLMs in Social and Political Research (2026)Ensemble Modeling for Sustainable Technology Transfer (2018)The rhetoric of de-policing: Evaluating open-ended survey responses from police officers with machine learning-based structural topic modeling (2019)Heritage hotels and customer experience: a text mining analysis of online reviews (2021)
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References

  • 2019Text as Data1,260 cited
  • 2016Natural Language Processing in Accounting, Auditing and Finance: A Synthesis of the Literature with a Roadmap for Future Research225 cited
  • 2017Text Mining in Practice with R125 cited

Cited by

  • 2021Computational Social Science for Nonprofit Studies: Developing a Toolbox and Knowledge Base for the Field20 cited
  • 2024Leveraging computational methods for nonprofit social media research: a systematic review and methodological framework14 cited
  • 2021Identifying Nonprofits by Scaling Mission and Activity with Word Embedding8 cited
  • 2022Identifying essential nonprofits with a novel NLP Method5 cited

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