Sage Journals: Discover world-class research

Retricted access

Research article

First published 2019-8

CASM: A Deep-Learning Approach for Identifying Collective Action Events with Text and Image Data from Social Media

Han Zhang, Jennifer Pan

Sociological Methodology

Open access

Research article

First published 2026-1

Bridging Cultures in the Era of Big Data: A Cross-Language Equivalence Framework in Machine-Learning Research With Social Media Texts

Daphne Xin Hou, Stuti Thapa, Louis Tay

Advances in Methods and Practices in Psychological Science

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Research article

First published 2020-9

Psychometric and Validity Issues in Machine Learning Approaches to Personality Assessment: A Focus on Social Media Text Mining

Louis Tay, Sang Eun Woo, Louis Hickman [...]

European Journal of Personality

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Research article

First published 2025-2

Public perceptions and expectations of urban park environments on children’s play: A GIS and text mining analysis on children’s activity in Atlanta’s parks using social media data

Jue Yang, Lan Mu, Diana S Grigsby-Toussaint

Environment and Planning B: Urban Analytics and City Science

Open access

Research article

First published 2016-4

Visual analysis of online social media to open up the investigation of stance phenomena

Kostiantyn Kucher, Teri Schamp-Bjerede, Andreas Kerren [...]

Information Visualization

Open access

Research article

First published 2023

Analyzing Text and Images in Digital Communication: The Case of Securitization in American White Supremacist Online Discourse

Daniel Karell, Michael Freedman, Noam Gidron

Socius: Sociological Research for a Dynamic World

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Book review

First published 2025

Media Review: Augmenting the Work of Social Scientists Through Machine Learning by Using Text as Data: A Reflexive Approach

Donoxti Baylon

Organization Studies

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Research article

First published 2017-2

Feasibility and Perceptions of Cell Phone–Based,Health-Related Communication With Adolescents in an Economically Depressed Area

Anju Sawni, Crystal Cederna-Meko, Jenny L. LaChance [...]

Clinical Pediatrics

Open access

Research article

First published 2023

Preaching to Social Media: Turkey’s Friday Khutbas and Their Effects on Twitter

Ozan Aksoy

Socius: Sociological Research for a Dynamic World

Retricted access

Research article

First published 2026

Measuring Social and Political Identities in Social Media Self-Descriptions

Clara Vandeweerdt, Gregory Eady, Frederik Hjorth [...]

Sociological Methods & Research

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