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EU Citizens’ Twitter Discussions of the 2022–23 Energy Crisis: A Content and Sentiment Analysis on the Verge of a Daunting Winter

Author

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  • Vasiliki Vrana

    (Department of Business Administration, School of Economics and Administration, Campus of Serres, International Hellenic University, 62124 Serres, Greece)

  • Dimitrios Kydros

    (Department of Economic Sciences, School of Economics and Administration, Campus of Serres, International Hellenic University, 62124 Serres, Greece)

  • Iordanis Kotzaivazoglou

    (Department of Business Administration, School of Economics and Administration, Campus of Serres, International Hellenic University, 62124 Serres, Greece)

  • Ioanna Pechlivanaki

    (Department of Business Administration, School of Economics and Administration, Campus of Serres, International Hellenic University, 62124 Serres, Greece)

Abstract

The 2022–2023 winter period is alleged to be one of the toughest since World War II with respect to energy, especially electricity, natural gas and oil. The paper investigates the public discussions on Twitter in five widely spoken European languages and English. Networks of users are formed in order to locate possible important nodes that control the distribution of information. The networks are rather sparse and do not belong to the general class of ‘small worlds’. The communities of users seem to gather around one user; however, users also interact with others within the groups. Regarding the users’ sentiments, the negatives are definitely higher than the positive ones. Sentiments appear to be stable in their scores during the examined period and for each language; fear and sadness are dominant among them. Energy prices are frequently discussed in all languages, along with major political events. Findings may help governments to better understand public views and develop an effective strategy to communicate with and protect EU citizens.

Suggested Citation

  • Vasiliki Vrana & Dimitrios Kydros & Iordanis Kotzaivazoglou & Ioanna Pechlivanaki, 2023. "EU Citizens’ Twitter Discussions of the 2022–23 Energy Crisis: A Content and Sentiment Analysis on the Verge of a Daunting Winter," Sustainability, MDPI, vol. 15(2), pages 1-22, January.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:2:p:1322-:d:1031169
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    References listed on IDEAS

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    1. Katerina Lazaridou & Vasiliki Vrana & Dimitrios Paschaloudis, 2017. "Museums + Instagram," Springer Proceedings in Business and Economics, in: Vicky Katsoni & Amitabh Upadhya & Anastasia Stratigea (ed.), Tourism, Culture and Heritage in a Smart Economy, pages 73-84, Springer.
    2. Zanxin Wang & Saqib Ali & Ahsan Akbar & Farhan Rasool, 2020. "Determining the Influencing Factors of Biogas Technology Adoption Intention in Pakistan: The Moderating Role of Social Media," IJERPH, MDPI, vol. 17(7), pages 1-20, March.
    3. Asif, M. & Muneer, T., 2007. "Energy supply, its demand and security issues for developed and emerging economies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 11(7), pages 1388-1413, September.
    4. Wu, Binrong & Wang, Lin & Wang, Sirui & Zeng, Yu-Rong, 2021. "Forecasting the U.S. oil markets based on social media information during the COVID-19 pandemic," Energy, Elsevier, vol. 226(C).
    5. Hunt, Julian David & Nascimento, Andreas & Caten, Carla Schwengber ten & Tomé, Fernanda Munari Caputo & Schneider, Paulo Smith & Thomazoni, André Luis Ribeiro & Castro, Nivalde José de & Brandão, Robe, 2022. "Energy crisis in Brazil: Impact of hydropower reservoir level on the river flow," Energy, Elsevier, vol. 239(PA).
    6. Dimitrios Kydros & Maria Argyropoulou & Vasiliki Vrana, 2021. "A Content and Sentiment Analysis of Greek Tweets during the Pandemic," Sustainability, MDPI, vol. 13(11), pages 1-21, May.
    7. Herrera, Gabriel Paes & Constantino, Michel & Su, Jen-Je & Naranpanawa, Athula, 2022. "Renewable energy stocks forecast using Twitter investor sentiment and deep learning," Energy Economics, Elsevier, vol. 114(C).
    Full references (including those not matched with items on IDEAS)

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