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A Large-Scale Dataset of Twitter Chatter about Online Learning during the Current COVID-19 Omicron Wave

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  • Nirmalya Thakur

    (Department of Electrical Engineering and Computer Science, University of Cincinnati, Cincinnati, OH 45221-0030, USA)

Abstract

The COVID-19 Omicron variant, reported to be the most immune-evasive variant of COVID-19, is resulting in a surge of COVID-19 cases globally. This has caused schools, colleges, and universities in different parts of the world to transition to online learning. As a result, social media platforms such as Twitter are seeing an increase in conversations related to online learning in the form of tweets. Mining such tweets to develop a dataset can serve as a data resource for different applications and use-cases related to the analysis of interest, views, opinions, perspectives, attitudes, and feedback towards online learning during the current surge of COVID-19 cases caused by the Omicron variant. Therefore, this work presents a large-scale, open-access Twitter dataset of conversations about online learning from different parts of the world since the first detected case of the COVID-19 Omicron variant in November 2021. The dataset is compliant with the privacy policy, developer agreement, and guidelines for content redistribution of Twitter, as well as with the FAIR principles (Findability, Accessibility, Interoperability, and Reusability) principles for scientific data management. The paper also briefly outlines some potential applications in the fields of Big Data, Data Mining, Natural Language Processing, and their related disciplines, with a specific focus on online learning during this Omicron wave that may be studied, explored, and investigated by using this dataset.

Suggested Citation

  • Nirmalya Thakur, 2022. "A Large-Scale Dataset of Twitter Chatter about Online Learning during the Current COVID-19 Omicron Wave," Data, MDPI, vol. 7(8), pages 1-16, August.
    • Handle: RePEc:gam:jdataj:v:7:y:2022:i:8:p:109-:d:880401
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    References listed on IDEAS

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    1. Santiago Tejedor & Laura Cervi & Ana Pérez-Escoda & Fernanda Tusa Jumbo, 2020. "Digital Literacy and Higher Education during COVID-19 Lockdown: Spain, Italy, and Ecuador," Publications, MDPI, vol. 8(4), pages 1-17, November.
    2. Thomas Probst & Peter Stippl & Christoph Pieh, 2020. "Changes in Provision of Psychotherapy in the Early Weeks of the COVID-19 Lockdown in Austria," IJERPH, MDPI, vol. 17(11), pages 1-10, May.
    3. Tagrid Lemenager & Miriam Neissner & Anne Koopmann & Iris Reinhard & Ekaterini Georgiadou & Astrid Müller & Falk Kiefer & Thomas Hillemacher, 2020. "COVID-19 Lockdown Restrictions and Online Media Consumption in Germany," IJERPH, MDPI, vol. 18(1), pages 1-13, December.
    4. Kapasia, Nanigopal & Paul, Pintu & Roy, Avijit & Saha, Jay & Zaveri, Ankita & Mallick, Rahul & Barman, Bikash & Das, Prabir & Chouhan, Pradip, 2020. "Impact of lockdown on learning status of undergraduate and postgraduate students during COVID-19 pandemic in West Bengal, India," Children and Youth Services Review, Elsevier, vol. 116(C).
    5. Luke Sloan & Jeffrey Morgan & William Housley & Matthew Williams & Adam Edwards & Pete Burnap & Omer Rana, 2013. "Knowing the Tweeters: Deriving Sociologically Relevant Demographics from Twitter," Sociological Research Online, , vol. 18(3), pages 74-84, August.
    6. Ruba Abdelmatloub Moawad, 2020. "Online Learning during the COVID- 19 Pandemic and Academic Stress in University Students," Revista romaneasca pentru educatie multidimensionala - Journal for Multidimensional Education, Editura Lumen, Department of Economics, vol. 12(1Sup2), pages 100-107, June.
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    1. Fahd A. Ghanem & M. C. Padma & Ramez Alkhatib, 2023. "Automatic Short Text Summarization Techniques in Social Media Platforms," Future Internet, MDPI, vol. 15(9), pages 1-27, September.

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