This Sample seems to be good enough! Assessing Coverage and Temporal Reliability of Twitter's Academic API

J Pfeffer, A Mooseder, J Lasser, L Hammer… - Proceedings of the …, 2023 - ojs.aaai.org
Because of its willingness to share data with academia and industry, Twitter has been the
primary social media platform for scientific research as well as for consulting businesses and …

Tampering with Twitter's sample API

J Pfeffer, K Mayer, F Morstatter - EPJ Data Science, 2018 - epjds.epj.org
Social media data is widely analyzed in computational social science. Twitter, one of the
largest social media platforms, is used for research, journalism, business, and government …

Broad twitter corpus: A diverse named entity recognition resource

L Derczynski, K Bontcheva… - Proceedings of COLING …, 2016 - aclanthology.org
One of the main obstacles, hampering method development and comparative evaluation of
named entity recognition in social media, is the lack of a sizeable, diverse, high quality …

Discovering, assessing, and mitigating data bias in social media

F Morstatter, H Liu - Online Social Networks and Media, 2017 - Elsevier
Social media has generated a wealth of data. Billions of people tweet, sharing, post, and
discuss everyday. Due to this increased activity, social media platforms provide new …

A macroscopic analysis of news content in Twitter

MM Malik, J Pfeffer - Digital Journalism, 2016 - Taylor & Francis
Previous literature has considered the relevance of Twitter to journalism, for example as a
tool for reporters to collect information and for organizations to disseminate news to the …

[HTML][HTML] Representing the Twittersphere: Archiving a representative sample of Twitter data under resource constraints

A Hino, RA Fahey - International journal of information management, 2019 - Elsevier
The rising popularity of social media posts, most notably Twitter posts, as a data source for
social science research poses significant problems with regard to access to representative …

Variation across scales: Measurement fidelity under twitter data sampling

S Wu, MA Rizoiu, L Xie - … of the international AAAI conference on web …, 2020 - ojs.aaai.org
A comprehensive understanding of data quality is the cornerstone of measurement studies
in social media research. This paper presents in-depth measurements on the effects of …

[HTML][HTML] The story of Goldilocks and three Twitter's APIs: A pilot study on Twitter data sources and disclosure

Y Kim, R Nordgren, S Emery - International Journal of Environmental …, 2020 - mdpi.com
Public health and social science increasingly use Twitter for behavioral and marketing
surveillance. However, few studies provide sufficient detail about Twitter data collection to …

Social media and newsroom production decisions

J Cagé, N Hervé, B Mazoyer - 2022 - papers.ssrn.com
Social media affects not only the way we consume news, but also the way news is produced,
including by traditional media outlets. In this paper, we study the propagation of information …

Taxing dissent: The impact of a social media tax in Uganda

L Boxell, Z Steinert-Threlkeld - World Development, 2022 - Elsevier
We examine the impact of a new tool for digital repression—a daily tax on social media use
in Uganda. Using a synthetic control framework and exploiting the exogenous timing of the …