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Better, Faster, Stronger: Using Machine Learning to Analyse South African Police-recorded Protest Data
16 references·2 citing·44 second hop
Better, Faster, Stronger: Using Machine Learning to Analyse South African Police-recorded Protest Data (2021)Better, Faster, Stronger: Using Machine L…Semantics derived automatically from language corpora contain human-like biases (2017)Semantics derived automatical…Computational Grounded Theory: A Methodological Framework (2017)Computational Grounded Theory…New Social Movements In Western Europe (2015)New Social Movements In Weste…Review of African Political Economy (2014)Review of African Political E…Protest Event Analysis and Its Offspring (2014)Protest Event Analysis and It…Introducing ACLED: An Armed Conflict Location and Event Dataset (2010)Introducing ACLED: An Armed C…Contention and Corporate Social Responsibility (2009)Contention and Corporate Soci…A Method of Automated Nonparametric Content Analysis for Social Science (2009)A Method of Automated Nonpara…A Global Model for Forecasting Political Instability (2009)A Global Model for Forecastin…Where Do We Stand with Newspaper Data? (2005)Where Do We Stand with Newspa…Measuring the Reliability of Qualitative Text Analysis Data (2004)Measuring the Reliability of …Protest under Fire? Explaining the Policing of Protest (2003)Protest under Fire? Explainin…An Automated Information Extraction Tool For International Conflict Data with Performance as Good as Human Coders: A Rare Events Evaluation Design (2003)An Automated Information Extr…Methods of Social Movement Research (2002)Methods of Social Movement Re…The Conflict and Peace Data Bank (COPDAB) Project (1980)The Conflict and Peace Data B…From Mobilization to Revolution (1977)From Mobilization to Revoluti…Computational text analysis on unstructured police data: a scoping review (2026)Computational text analysis o…Depends on how you count them: the value of general propensity choropleth maps for visualising databases of protest incidents (2022)Depends on how you count them…Armed Conflict 1946-2001: A New Dataset (2002)Ethnicity, Insurgency, and Civil War (2003)Greed and grievance in civil war (2004)Local determinants of African civil wars, 1970–2001 (2006)Climate change, rainfall, and social conflict in Africa (2012)Introducing the UCDP Georeferenced Event Dataset (2013)Reliability of Content Analysis: The Case of Nominal Scale Coding (1955)Krippendorff, Klaus, Content Analysis: An Introduction to its Methodology . Beverly Hills, CA: Sage, 1980. (1980)Content Analysis: An Introduction to its Methodology. (1984)Qualitative Content Analysis (2007)The impacts of an invasive species citizen science training program on participant attitudes, behavior, and science literacy (2012)From Attention to Action: The Influence of Cognitive and Ideological Diversity in Top Management Teams on Business Model Innovation (2020)Political Order in Changing Societies (1970)Seven deadly sins of contemporary quantitative political analysis (2013)Can Structural Conditions Explain the Onset of Nonviolent Uprisings? (2015)On the Origins of the State: Stationary Bandits and Taxation in Eastern Congo (2019)Extracting Policy Positions from Political Texts Using Words as Data (2003)How Censorship in China Allows Government Criticism but Silences Collective Expression (2013)A Model of Text for Experimentation in the Social Sciences (2016)How the Chinese Government Fabricates Social Media Posts for Strategic Distraction, Not Engaged Argument (2017)The Content Analysis Guidebook (2017)The Discovery of Grounded Theory: Strategies for Qualitative Research. (1968)Constructing grounded theory (2014)Topic Modeling in Management Research: Rendering New Theory from Textual Data (2019)Computational Social Science and Sociology (2020)Machine Learning for Social Science: An Agnostic Approach (2021)Measuring individual differences in implicit cognition: The implicit association test. (1998)Fairness through awareness (2012)Big Data's Disparate Impact (2014)Dissecting racial bias in an algorithm used to manage the health of populations (2019)A Survey on Bias and Fairness in Machine Learning (2021)ChatGPT: A comprehensive review on background, applications, key challenges, bias, ethics, limitations and future scope (2023)Power, knowledge and political ecology in the third world: a review (1998)First mover advantages in international business and firm‐specific political resources (2006)Hybrid Peace: The Interaction Between Top-Down and Bottom-Up Peace (2010)New Social Movement Theories (1995)A General Theory of Scientific/Intellectual Movements (2005)Movimentos sociais na contemporaneidade (2011)The Contentiousness of Markets: Politics, Social Movements, and Institutional Change in Markets (2010)Keeping up Appearances (2013)Defining CSR: Problems and Solutions (2014)Explaining the rise of anti-immigrant parties: The role of news media content (2006)“Get up, Stand up”: Tactical Repertoires of Social Movements (2007)Situating and Constructing Diversity in Semi-Structured Interviews (2015)
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References

  • 2017Semantics derived automatically from language corpora contain human-like biases2,845 cited
  • 2010Introducing ACLED: An Armed Conflict Location and Event Dataset1,744 cited
  • 2014Review of African Political Economy1,305 cited
  • 2009A Global Model for Forecasting Political Instability861 cited
  • 2002Methods of Social Movement Research841 cited
  • 2009A Method of Automated Nonparametric Content Analysis for Social Science762 cited
  • 2017Computational Grounded Theory: A Methodological Framework702 cited
  • 1977From Mobilization to Revolution686 cited
  • 2009Contention and Corporate Social Responsibility467 cited
  • 2004Measuring the Reliability of Qualitative Text Analysis Data416 cited
  • 2003An Automated Information Extraction Tool For International Conflict Data with Performance as Good as Human Coders: A Rare Events Evaluation Design401 cited
  • 2003Protest under Fire? Explaining the Policing of Protest398 cited
  • 2015New Social Movements In Western Europe350 cited
  • 1980The Conflict and Peace Data Bank (COPDAB) Project307 cited
  • 2014Protest Event Analysis and Its Offspring297 cited

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2005
Where Do We Stand with Newspaper Data?
267 cited

Cited by

  • 2026Computational text analysis on unstructured police data: a scoping review3 cited
  • 2022Depends on how you count them: the value of general propensity choropleth maps for visualising databases of protest incidents3 cited