Updating the Topology of Twitter Research: Towards A Systematic Review of Twitter Research from 2013-2022
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Association for Computing Machinery
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Twitter has grown rapidly since its launch, and as a relatively open data source, the platform has been targeted for academic research at a similarly rapid pace. Building on prior work, our poster presents a systematic review of academic research from 2013 to 2022 that used Twitter as their primary platform for data collection and analysis of tweets. We present an overview of the disciplines represented, methods used to collect the data, volume of tweets harvested, methods of analysis, and related data. We then provide a closer analysis of how, if at all, researchers engaged with ethical considerations when conducting research with Twitter data.
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Twitter, Twitter analysis, Privacy, Research ethics, Internet research ethics
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Number of citations to item: 2
- Lucía Rivadeneira, Ignacio Loor (2025): Los Datos de X en la Investigación Científica: Tendencias y Desafíos, In: Revista Latina de Comunicación Social 83, doi:10.4185/rlcs-2025-2418
- Adriana Alvarado Garcia, Tianling Yang, Milagros Miceli (2025): What Knowledge Do We Produce from Social Media Data and How?, In: Proceedings of the ACM on Human-Computer Interaction 1(9), doi:10.1145/3701216